Browse the most recent videos from channel CyberInsights with VonWallace.com: Navigating the World of IT and Cybersecurity uploaded to Rumble.com Source: rumble.com
LINXIA, China, Jan. 27, 2026 /PRNewswire/ -- 'The equipment grounding is normal, the charging gun contact is good, and it can be safely put into use...' On January 26, Ma Lei and Mu Yanlin, the transformer district managers of the Xinji Power Supply Office of the State Grid Linxia Power Supply Company, conducted a comprehensive special inspection of the public new energy vehicle charging equipment in Linxia County, Linxia Prefecture, to meticulously check and strengthen the equipment safety lin Source: www.manilatimes.net
More than 100 organizations - including industry leaders Alibaba, Amazon, Ant Group, Canon, Canonical, Fujitsu, Google, IBM & Red Hat, Meta, Microsoft, NEC, Nissan, Olympus, OVHcloud, Philips, Sony, SUSE, TD Bank Group, Toshiba, Toyota, and Yokogawa Electric - have committed to the upgraded OIN 2.0 program and urge others to follow suit. Source: www.manilatimes.net
Severe cold and wet conditions are expected in North-West India due to incoming western disturbances and Arctic blasts. Source: www.thehindubusinessline.com
The EU has now given its final approval to a legally binding ban on Russian gas imports, pretending this is some grand moral victory. Reuters is reporting Source: www.armstrongeconomics.com
Recently, large efforts have been made to design efficient linear-complexity visual Transformers. However, current linear attention models are generally unsuitable to be deployed in resource-constrained mobile devices, due to suffering from either few efficiency gains or significant accuracy drops. In this paper, we propose a new de textbf{C}oupled du textbf{A}l-interactive linea textbf{R} att textbf{E}ntion (CARE) mechanism, revealing that features' decoupling and interaction can fully unleash Source: arxiv.org
We introduce a novel modeling pipeline for strongly lensed point sources, using the GIGA-Lens framework, running on four A100 GPUs via the JAX platform. Using simulations, we demonstrate accurate and precise recovery of image positions, fluxes, and time delays, together with inference of complex lens mass distributions -- including the mass density slope, -- from images of lensed point sources alone. We further show that we can achieve statistical uncertainty of sim 3.6 ( sim 2.5 , m Source: arxiv.org
Structural dynamics of macromolecules is critical to their structural-function relationship. Cryogenic electron microscopy (CryoEM) provides snapshots of vitrified protein at different compositional and conformational states, and the structural heterogeneity of proteins can be characterized through computational analysis of the images. For protein systems with multiple degrees of freedom, it is still challenging to disentangle and interpret the different modes of dynamics. Here, by implementing Source: arxiv.org
Machine learning-based surrogate models have emerged as more efficient alternatives to numerical solvers for physical simulations over complex geometries, such as car bodies. Many existing models incorporate the simulation mesh as an additional input, thereby reducing prediction errors. However, generating a simulation mesh for new geometries is computationally costly. In contrast, mesh-free methods, which do not rely on the simulation mesh, typically incur higher errors. Motivated by these cons Source: arxiv.org
We present OREHAS (Optimized Recognition & Evaluation of volumetric Hydrops in the Auditory System), the first fully automatic pipeline for volumetric quantification of endolymphatic hydrops (EH) from routine 3D-SPACE-MRC and 3D-REAL-IR MRI. The system integrates three components -- slice classification, inner ear localization, and sequence-specific segmentation -- into a single workflow that computes per-ear endolymphatic-to-vestibular volume ratios (ELR) directly from whole MRI volumes, elimin Source: arxiv.org
This paper discusses the internal behavior of Transformer language models. Many recent pre-trained models have been reported to exhibit only slight changes in the angular distance between the input and output hidden state vectors in the middle Transformer layers, despite a disproportionately large ``jump'' in the angular distance occurring in or around the final Transformer layer. To characterize this, we first introduce a quantitative metric for the jump strength around the final layer, and the Source: arxiv.org
Training of multimodal foundation models is currently restricted to centralized data centers containing massive, aligned datasets (e.g., image-text pairs). However, in realistic federated environments, data is often unpaired and fragmented across disjoint nodes; one node may hold sensor data, while another holds textual logs. These datasets are strictly private and share no common samples. Current federated learning (FL) methods fail in this regime, as they assume local clients possess aligned p Source: arxiv.org
Attention matrices are fundamental to transformer research, supporting a broad range of applications including interpretability, visualization, manipulation, and distillation. Yet, most existing analyses focus on individual attention heads or layers, failing to account for the model's global behavior. While prior efforts have extended attention formulations across multiple heads via averaging and matrix multiplications or incorporated components such as normalization and FFNs, a unified and comp Source: arxiv.org
In this paper, we present DIETA, a small, decoder-only Transformer model with 0.5 billion parameters, specifically designed and trained for Italian-English machine translation. We collect and curate a large parallel corpus consisting of approximately 207 million Italian-English sentence pairs across diverse domains, including parliamentary proceedings, legal texts, web-crawled content, subtitles, news, literature and 352 million back-translated data using pretrained models. Additionally, we crea Source: arxiv.org
The Cerebras Wafer-Scale Engine (WSE) delivers performance at an unprecedented scale of over 900,000 compute units, all connected via a single-wafer on-chip interconnect. Initially designed for AI, the WSE architecture is also well-suited for High Performance Computing (HPC). However, its distributed asynchronous programming model diverges significantly from the simple sequential or bulk-synchronous programs that one would typically derive for a given mathematical program description. Targeting Source: arxiv.org
Brain decoding aims to interpret and translate neural activity into behaviors. As such, it is imperative that decoding models are able to generalize across variations, such as recordings from different brain sites, distinct sessions, different types of behavior, and a variety of subjects. Current models can only partially address these challenges and warrant the development of pretrained neural transformer models capable to adapt and generalize. In this work, we propose RPNT - Robust Pretrained Source: arxiv.org
We study Transformer overparameterization through the lens of angular similarity in high-dimensional encoder-decoder embeddings. We apply Bernoulli dropout between the encoder and the decoder, varying the keep probability p to identify a sparsity-dependent threshold above which the Top-1 prediction is preserved. Theoretically, we prove that, if the effective sparsity embeddings is sufficiently large, and thus decoder performance, remain stable under moderate coordinate dropout. Empirically, we Source: arxiv.org
PyTerrier provides a declarative framework for building and experimenting with Information Retrieval (IR) pipelines. In this demonstration, we highlight several recent pipeline operations that improve their ability to be programmatically inspected, visualized, and integrated with other tools (via the Model Context Protocol, MCP). These capabilities aim to make it easier for researchers, students, and AI agents to understand and use a wide array of IR pipelines. Source: arxiv.org
Russian Foreign Ministry Spokesperson Maria Zakharova on Monday criticized the European Union's decision to ban all imports of Russian liquefied natural gas (LNG) to the bloc, claiming that the Europeans have given up their freedom , Azernews reports. Source: www.azernews.az
We present JetFormer, a versatile and scalable encoder-only Transformer architecture for particle jet tagging at the Large Hadron Collider (LHC). Unlike prior approaches that are often tailored to specific deployment regimes, JetFormer is designed to operate effectively across the full spectrum of jet tagging scenarios, from high-accuracy offline analysis to ultra-low-latency online triggering. The model processes variable-length sets of particle features without relying on input of explicit pai Source: arxiv.org
Existing brain tumor segmentation methods usually utilize multiple Magnetic Resonance Imaging (MRI) modalities in brain tumor images for segmentation, which can achieve better segmentation performance. However, in clinical applications, some modalities are often missing due to resource constraints, resulting in significant performance degradation for methods that rely on complete modality segmentation. In this paper, we propose a Multimodal feature distillation with Mamba-Transformer hybrid netw Source: arxiv.org
Accurate and rapid characterization of broadband electric fields is essential for all ultrafast applications and remains an active field of research. In this work, we introduce remote dispersion scan, a transformer neural network enabled dispersion scan based pulse characterization method that can characterize femtosecond laser pulses. A local scan of the non-linear spectral phase before several linear and nonlinear processes, including amplification, compression, and self phase modulation, allo Source: arxiv.org
Adjusting rifle sights, a process commonly called zeroing, requires shooters to identify and differentiate bullet holes from multiple firing iterations. Traditionally, this process demands physical inspection, introducing delays due to range safety protocols and increasing the risk of human error. We present an end-to-end computer vision system for automated bullet hole detection and iteration-based tracking directly from images taken at the firing line. Our approach combines YOLOv8 for accura Source: arxiv.org
Despite recent strides made by AI in image processing, the issue of mixed exposure, pivotal in many real-world scenarios like surveillance and photography, remains inadequately addressed. Traditional image enhancement techniques and current transformer models are limited with primary focus on either overexposure or underexposure. To bridge this gap, we introduce the Unified-Exposure Guided Transformer (Unified-EGformer). Our proposed solution is built upon advanced transformer architectures, equ Source: arxiv.org
Modern autonomous systems with machine learning components often use uncertainty quantification to help produce assurances about system operation. However, there is a lack of consensus in the community on what uncertainty is and how to perform uncertainty quantification. In this work, we propose that uncertainty measures should be understood within the context of overall system design and operation. To this end, we present two novel analysis techniques. First, we produce a probabilistic specific Source: arxiv.org
A potentially deadly winter storm is bearing down on most of the U.S., followed by days of bitter, if not record cold. This sort of extreme weather is a good Source: dailycaller.com
Unlock the power of conversational advertising with our expert ChatGPT ads consulting. We help B2B & SaaS companies drive ROI and gain a first-mover advantage. Source: www.singlegrain.com
Over the last four months, Pacsun has developed tools and tweaked campaigns based on feedback from teenagers and twenty-somethings. Source: digiday.com
Trina Storage, the global energy storage solutions provider and a business unit of Trinasolar, has signed its first large-scale battery energy storage project in Italy with Aer Sol ir, an Irish compa. . . Source: globalrenewablenews.com
The rapid growth of Large Transformer-based models, specifically Large Language Models (LLMs), now scaling to trillions of parameters, has necessitated training across thousands of GPUs using complex hybrid parallelism strategies (e.g., data, tensor, and pipeline parallelism). Checkpointing this massive, distributed state is critical for a wide range of use cases, such as resilience, suspend-resume, investigating undesirable training trajectories, and explaining model evolution. However, existin Source: arxiv.org
The installation of the last wind turbine at the 920 MW Greater Changhua 2b and 4 offshore wind farms in Taiwan was completed last week, marking a successful conclusion of the wind turbine. . . Source: globalrenewablenews.com
Artificial intelligence in construction increasingly depends on structured representations such as Building Information Models and knowledge graphs, yet early-stage building designs are predominantly created as flexible boundary-representation (B-rep) models that lack explicit spatial, semantic, and performance structure. This paper presents a robust, fully automated framework that transforms unstructured B-rep geometry into knowledge-graph-based Building Information Models and further into exec Source: arxiv.org
Robot-assisted rehabilitation offers an effective approach, wherein exoskeletons adapt to users' needs and provide personalized assistance. However, to deliver such assistance, accurate prediction of the user's joint torques is essential. In this work, we propose a feature extraction pipeline using 8-channel surface electromyography (sEMG) signals to predict elbow and shoulder joint torques. For preliminary evaluation, this pipeline was integrated into two neural network models: the Multilayer P Source: arxiv.org
Generalization to unseen concepts is a central challenge due to the scarcity of human annotations in Mention-agnostic Biomedical Concept Recognition (MA-BCR). This work makes two key contributions to systematically address this issue. First, we propose an evaluation framework built on hierarchical concept indices and novel metrics to measure generalization. Second, we explore LLM-based Auto-Labeled Data (ALD) as a scalable resource, creating a task-specific pipeline for its generation. Our resea Source: arxiv.org
rsted takes ninth place in this year's Corporate Knights Global 100, which ranks the most sustainable companies in the world based on an assessment of the companies' sustainabili. . . Source: globalrenewablenews.com
The growing demand for diverse and high-quality facial datasets for training and testing biometric systems is challenged by privacy regulations, data scarcity, and ethical concerns. Synthetic facial images offer a potential solution, yet existing generative models often struggle to balance realism, diversity, and identity preservation. This paper presents SCHIGAND, a novel synthetic face generation pipeline integrating StyleCLIP, HyperStyle, InterfaceGAN, and Diffusion models to produce highly r Source: arxiv.org
The Wide Field Survey Telescope (WFST) is a dedicated photometric surveying facility built jointly by the University of Science and Technology of China (USTC) and the Purple Mountain Observatory (PMO). Since many of its scientific objectives rely on near-real-time data for effective analysis, prompt processing of WFST images is of great significance. To meet this need, we adapted the Rubin Observatory Legacy Survey of Space and Time (LSST) science pipelines to handle the data collected by WFST. Source: arxiv.org
Diffusion Transformers have recently demonstrated remarkable performance in video generation. However, the long input sequences result in high computational latency due to the quadratic complexity of full attention. Various sparse attention mechanisms have been proposed. Training-free sparse attention is constrained by limited sparsity and thus offers modest acceleration, whereas training-based methods can reach much higher sparsity but demand substantial data and computation for training. In th Source: arxiv.org
Artificial-intelligence (AI) workloads are driving rapid growth in data-center electricity use and rack power density, increasing demand for power-delivery systems that are efficient and robust to fast load transients. Conventional uninterruptible power supply (UPS) based AC distribution chains involve multiple conversion stages and line-frequency transformers, which compound losses and are less compatible with dynamic AI power profiles. Although solid-state transformers (SSTs) and 800 VDC distr Source: arxiv.org
The UK's latest offshore wind auction awarded 8.4 GW, making it the biggest offshore wind auction in Europe to date. Strong competition led to competitive average prices of 91.20/MWh in England . . . Source: globalrenewablenews.com
This guide evaluates the top ChatGPT paid media agencies best equipped to help brands win early and scale responsibly in this emerging channel. Source: www.singlegrain.com
Trump’s talk of frameworks and mineral rights wraps that ambition in the language of security, yet the commercial logic is the louder drumbeat. Source: www.dimsumdaily.hk
This guide evaluates the elite ChatGPT ad agencies poised to lead this era, providing the data you'll need to select a partner for your organization's growth. Source: www.singlegrain.com
The Government of Guyana is looking to attract Indian companies to bid for the Amaila Falls Hydropower project, which was first introduced back in 2011 and shelved on multiple occasions. Source: kaieteurnewsonline.com
Budget 2026 Expectations Live: Union Budget 2026 is set to be presented by Finance Minister Nirmala Sitharaman at the end of this week on February 1, Source: timesofindia.indiatimes.com
America can’t defend its jets, grid, or future by outsourcing critical minerals; responsible domestic mining is a national security imperative, not an environmental indulgence... Source: www.zerohedge.com
India's crude oil sourcing strategy has shown a clear shift toward lower-risk and more execution-reliable supply, with the Middle Eastern barrels gaining share as Russian crude flows remain present but increasingly selective and compliance-driven. Source: www.thehindubusinessline.com
Iran's ambassador praises India's opposition to a UNHRC resolution on human rights amid ongoing protests and violence in Iran. Source: www.thehindu.com
Both sides in the conflict between Syrian government forces and the Kurdish-led Syrian Democratic Forces in Northeast Syria need to protect civilians and respect human rights in their operations. Source: www.hrw.org
Elevate your workflow with the Mark A Whippet Tank asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store. Source: assetstore.unity.com
This deep dive explores crafting business development strategies amid 2026's AI surge, economic pressures, and partnership demands, drawing from U.S. Chamber guidance and expert forecasts for resilient growth. Source: www.webpronews.com
Discover how AgriStack transforms India's agriculture sector by ensuring inclusive, efficient, and transparent governance for all farmers. Source: www.thehindubusinessline.com
Pune: The civic body has planned repairs to drainage and stormwater lines near the Barangani Mala well to reduce the risk of sewage seepage into the w. Source: timesofindia.indiatimes.com
A total of 14,537 flights across the US were grounded through Monday, reaching levels not seen since the government shutdown last year Source: www.ndtvprofit.com
The first trilateral talks between Russia, Ukraine and the United States since the 2022 invasion concluded in Abu Dhabi without a clear breakthrough, even as fi... Source: www.dimsumdaily.hk
Times News NetworkMohali: Electricity supply was fully restored in the worst-hit areas of Mohali by Saturday afternoon following intensive repair work. Source: timesofindia.indiatimes.com
Aneet Padda, the star of Saiyaara’, goes viral as a fan comment about Timothee Chalamet resurfaces. Discover her journey from fan girl to rising Bollywood star with upcoming projects! Source: timesofindia.indiatimes.com
Russia launched another vast attack on Ukraine's energy system, rocking Kyiv with explosions overnight and into Saturday (Jan 24) morning, leaving 1.2 million properties without power countrywide during sub-zero winter cold.Deputy Prime Minister Oleksiy Kuleba said more than 3,200 buildings in the capital remained without heating in the late evening, down from 6,000 in the morning. Night-time temperatures were hovering... Source: www.asiaone.com
Discover the meaning of talent acquisition and its importance in today's competitive job market. Learn what talent acquisition means, its processes, and how it can enhance your recruitment strategy. Source: smallbiztrends.com
Venezuela aims to increase oil output significantly this year. New reforms will allow private companies to invest in the nation's oil sector. This move seeks to revive production from historic lows. The government is also initiating dialogue with the opposition for national unity. These changes signal a shift in Venezuela's oil industry strategy. Source: economictimes.indiatimes.com
US power grids face strain as a winter storm pushes electricity prices sharply higher, with PJM rates briefly topping 3,000 per MWh amid record demand. Source: www.thehindubusinessline.com
14,537 flights across the U.S. were grounded through Monday, reaching levels not seen since the government shutdown last year, airline tracking company FlightAware said. Source: www.japantimes.co.jp
A sprawling winter storm has grounded more than 14,500 flights around the US, halted trains and triggered a grid emergency and knocked out power to thousands, a... Source: financialpost.com
The Ruby 4.0 release is the 30th birthday of the language! Read to understand everything that's changed in Ruby 4, and how to upgrade with the least friction. Source: www.honeybadger.io
A sweeping winter storm has canceled thousands of US flights, triggered emergency declarations in multiple states, and placed severe strain on power grids as extreme cold spreads nationwide. Source: www.jpost.com
Union Budget 2026 arrives amid escalating climate warnings, water stress, heatwaves, floods, and air pollution. The upcoming budget is likely to focus on executing climate action as an industrial strategy. Expect significant investments in green infrastructure and renewable energy. The budget aims to bridge gaps in adaptation finance and ensure effective implementation. This marks a crucial step towards a multi-trillion dollar green economy for India. Focus will be on water resilience and ur Source: economictimes.indiatimes.com
KYIV, Ukraine (AP) Olena Janchuk spends another day of freezing isolation in her high-rise apartment. The former kindergarten teacher suffers from severe rheumatoid arthritis, and has been trapped f... Source: www.winnipegfreepress.com
More than half the US threatened with ice, snow and cold in massive winter storm DALLAS (AP) Freezing rain fell in parts of Texas on Friday as a huge, dayslong winter storm began a trek that threate... Source: www.winnipegfreepress.com
Noida: Early morning showers led to long hours of outages in several sectors. Some of the affected areas included Sectors 22, 33, 44, 105, 55, 81 amon. Source: timesofindia.indiatimes.com
Ace investor Ashish Kacholia reshuffled his Rs 2,400 crore equity portfolio during the December quarter, adding new names, increasing exposure to select holdings and trimming stakes in others. The changes reflect a mix of fresh bets and tactical adjustments following sharp stock-specific corrections and selloff in smallcap stocks in 2025. Here is a closer look at the additions, stake increases, trims and exits made during the third quarter. Portfolio Watch Source: economictimes.indiatimes.com
A new Pentagon document says its defense strategy is pivoting toward burden-sharing as the U.S. plans a more limited role in deterring North Korea and other parts of the world. Source: www.foxnews.com
Chandigarh: Outgoing mayor Harpreet Kaur Babla Friday presented a detailed account of works, reforms and initiatives undertaken during her one-year te. Source: timesofindia.indiatimes.com
India Business News: As the Union Budget 2026 is drawing closer, India’s precious metal refiners are have laid out their expecations from the finance minister. The sector . Source: timesofindia.indiatimes.com
A day after Baseball America unveiled its top 100 prospects in baseball which featured three young Blue Jays, MLB Pipeline revealed its own top 100 list, with those same three Jays. Source: www.sportsnet.ca
TNNChandigarh: As rain and icy winds buffeted the city, gaps in infrastructure were laid bare. In a turn of events practically unheard of in Chandigar. Source: timesofindia.indiatimes.com
Chandigarh: Uprooted trees, collapsed electricity poles and prolonged power cuts marked a day of severe disruption in Mohali district on Friday, when . Source: timesofindia.indiatimes.com
The Giants dangled their second-best prospect to try to land CJ Abrams but the Nationals didn't bite. MLB Trade Rumors has more on the talks. Source: www.mlbtraderumors.com
You walk into a cinema, queue at the counter, and the bright chrome of a Coca-Cola Freestyle machine catches your eye. It is fun, it is tactile, and it prom ... Source: bitrebels.com
The federal government says a military mission to help a northern Manitoba First Nation in the aftermath of a water crisis brought on by a power outage is complete. Source: globalnews.ca
The House approved Department of Homeland Security funding Thursday. The bill now moves to the Senate, with final approval needed next week. Source: chicago.suntimes.com
SINGAPORE For Carla Castle, 29, a public servant, the City Direct bus journey from her home in Jalan Kayu to her workplace in Bugis takes about an hour.Previously, she relied on the MRT, a trip that could take between 1hr 20min and 1hr 45min.At a focus group discussion held by the Land Transport Authority (LTA) on Jan 23, she... Source: www.asiaone.com
In this weekly Plain Facts compilation, we present to you data-based insights, with easy-to-read charts, to help you delve deeper into the stories reported by Mint in the week gone by. Source: www.livemint.com
NBC News correspondent Ryan Chandler joins Here's the Scoop and speaks to the lingering impact of the 2021 Texas power crisis ahead of what could be another historic winter storm. Source: www.nbcnews.com
A massive winter storm is sweeping across the United States. Freezing rain and snow are hitting many regions. Millions are under watches and warnings for ice and cold. Extensive power outages are a major concern. Schools are closed, and flights are canceled. Authorities are preparing for severe impacts and potential damage. Source: economictimes.indiatimes.com
WHO WE ARE Noora Health India Private Limited is a key partner in Noora Health’s (http://www.noorahealth.org/) mission is to improve outcomes and strengthen health systems by equipping family caregivers with the skills they need to care for their loved ones. They develop content, technology platforms, new products, and strengthen other operational functions that support the scale and impact of Noora Health’s programs. Founded in 2014, Noora Health turns hospital hallways and waiting rooms in Source: www.ycombinator.com
AI tools like Encharge, Klaviyo, and emerging platforms such as Mocha AI are revolutionizing email marketing, delivering up to 10x sales growth through predictive personalization and automation. Industry reports and X insights reveal the strategies powering 2026's top campaigns. Source: www.webpronews.com
The recent cases of water-borne diseases were reported from the Patti Bazaar and Chander Marg areas in Mhow tehsil of Madhya Pradesh's Indore district. Earlier seven people had reportedly died due to water contamination in Bhagirathpura. Source: www.livemint.com
Sensex and Nifty decline as FII selling pressure offsets initial gains, with select stocks like Asian Paints and TCS performing well. Source: www.thehindu.com
We introduce a lightweight experimentation pipeline designed to lower the barrier for applying machine learning (ML) methods for classifying images in ecological research. We enable ecologists to experiment with ML models independently, thus they can move beyond off-the-shelf models and generate insights tailored to local datasets and specific classification tasks and target variables. Our tool combines a simple command-line interface for preprocessing, training, and evaluation with a graphical Source: arxiv.org
Precision psychiatry aspires to elucidate brain-based biomarkers of psychopathology to bolster disease risk assessment and treatment development. To this end, functional magnetic resonance imaging (fMRI) has helped triangulate brain circuits whose functional features are correlated with or even predictive of forms of psychopathology. Yet, fMRI biomarkers to date remain largely descriptive identifiers of where, rather than how, neurobiology is aberrant, limiting their utility for guiding treatmen Source: arxiv.org
Deep learning models, particularly Transformers, are often criticized as black boxes and lack interpretability. We propose Prism, a white-box attention-based architecture derived from the principles of Maximizing Coding Rate Reduction ( text{MCR} 2 ). By modeling the attention mechanism as a gradient ascent process on a distinct signal-noise manifold, we introduce two physical constraints: an overcomplete dictionary to expand the representational phase space, and an irrational frequency separ Source: arxiv.org
Purpose: Accurate 3D hand pose estimation supports surgical applications such as skill assessment, robot-assisted interventions, and geometry-aware workflow analysis. However, surgical environments pose severe challenges, including intense and localized lighting, frequent occlusions by instruments or staff, and uniform hand appearance due to gloves, combined with a scarcity of annotated datasets for reliable model training. Method: We propose a robust multi-view pipeline for 3D hand pose estim Source: arxiv.org
For LHC Run 3, the ALICE Time Projection Chamber was upgraded to operate in continuous readout mode. Interaction rates of up to 50 kHz in Pb-Pb collisions require real-time processing of more than 3 TB/s of raw detector data. This requirement is met by a custom FPGA-based processing pipeline that performs the complete front-end data treatment fully in-stream, including common-mode correction, pedestal subtraction, ion-tail filtering, zero suppression, and dense data packing. A central element Source: arxiv.org
PowerBank Corporation (NASDAQ: SUUN), a North American renewable energy company focused on solar energy infrastructure, battery energy storage systems (BESS), and advanced data center solutions, t. . . Source: globalrenewablenews.com
A recent experiment [Cohen et al., Science 382, 542 (2023)] observed a robustly quantized e 2/2h conductance in a quantum point contact between fractional quantum Hall edges (a quantum Hall transformer), which then vanishes at low temperature. While this behavior can be described by a boundary sine gordon (BSG) model derived from electron tunneling, the microscopic motivation for such strong tunneling is unclear. We use an alternative model based on sliding charge density waves and a density i Source: arxiv.org
PureSky Energy today (Jan 22) announced the commercial operation of its Heath Brook and Sand Brook community solar projects in Corinth, New York. The two solar farms - which together total approxi. . . Source: globalrenewablenews.com
Generative modelling with Transformer architectures can simulate complex sequential structures across various applications. We extend this line of work to the social sciences by introducing a Transformer-based generative model tailored to longitudinal socio-economic data. Our contributions are: (i) we design a novel encoding method that represents socio-economic life histories as sequences, including overlapping events across life domains; and (ii) we adapt generative modelling techniques to sim Source: arxiv.org
The Decision Transformer (DT) has established a powerful sequence modeling approach to offline reinforcement learning. It conditions its action predictions on Return-to-Go (RTG), using it both to distinguish trajectory quality during training and to guide action generation at inference. In this work, we identify a critical redundancy in this design: feeding the entire sequence of RTGs into the Transformer is theoretically unnecessary, as only the most recent RTG affects action prediction. We sho Source: arxiv.org
The rapid expansion of internet of things (IoT) devices have created a pervasive ecosystem where encrypted wireless communications serve as the primary privacy and security protection mechanism. While encryption effectively protects message content, packet metadata and statistics inadvertently expose device identities and user contexts. Various studies have exploited raw packet statistics and their visual representations for device fingerprinting and identification. However, these approaches rem Source: arxiv.org
Guyana has secured a 7.2 billion concessional loan from the Government of Japan to boost climate-resilient water and sanitation infrastructure, marking another major investment aimed at strengthening public utilities and improving access to safe drinking water across the country. Source: kaieteurnewsonline.com
Noida: For a month now, a pool of water mixed with mud sits undisturbed near main gate number 5 in Sector 55. Residents have claimed that the sewage t. Source: timesofindia.indiatimes.com
The proposed gas bottling and fertiliser plants in Wales are central to the government’s cost-of-living strategy, aimed at delivering cheaper cooking gas and ... Source: kaieteurnewsonline.com
Adani Energy Solutions' shares dipped over 2 after reporting a marginal 2 year-on-year decline in Q3 FY26 net profit to Rs 552 crore. Despite this, revenues surged 15 to Rs 6,730 crore, with EBITDA reaching a record Rs 2,210 crore, driven by strong transmission and smart metering growth. Source: economictimes.indiatimes.com
United Spirits shares are set to be in focus after Serum Institute CEO Adar Poonawalla said he plans to make a strong and competitive bid for the Royal Challengers Bengaluru IPL franchise, currently owned by the Diageo-controlled liquor maker. The development comes against the backdrop of a sharp rise in United Spirits December-quarter profit, even as revenue growth remained modest. Source: economictimes.indiatimes.com
Authors Hannah Kent and Toni Jordan got their start through writers centre initiatives. If Victoria loses its centre, it will be the only mainland state without one. Source: theconversation.com
Union Budget 2026: The nation aims to become a top chip manufacturing hub by 2032. Several major projects are underway, with production expected to start in 2026. The budget must ensure sustained policy support and timely incentive disbursements to maintain momentum and attract further investment in this crucial sector. Source: economictimes.indiatimes.com
A CSC study finds domain security practices lag at large firms, leaving domains exposed while unicorns show uneven adoption. Source: www.helpnetsecurity.com
Greenvolt Group, through Greenvolt Power - a leading global developer of large-scale wind, solar, and battery energy storage - has signed 58.9 million in project finance facilities with Un. . . Source: globalrenewablenews.com
The adaptation of Large-Scale Language Models (LLMs) to specific domains depends on high-quality fine-tuning datasets, particularly in instructional format (e.g., Question-Answer - Q&A). However, generating these datasets, particularly from unstructured sources such as call center audio recordings, poses a significant challenge due to the noisy and disorganized nature of the data. This paper presents a solution to this challenge by offering an end-to-end automated pipeline for generating Q&A ins Source: arxiv.org
Commenting on the Government's announcement that its Clean Industry Bonus for offshore wind will bring 3.4 billion of further private investment in factories, supply chains and ports across th. . . Source: globalrenewablenews.com
Emotion recognition is a fundamental component of next-generation human-computer interaction (HCI), enabling machines to perceive, understand, and respond to users' affective states. However, existing systems often rely on single-modality analysis such as facial expressions, speech tone, or textual sentiment, resulting in limited robustness and poor generalization in real-world environments. To address these challenges, this study proposes a Cloud-Based Cross-Modal Transformer (CMT) framework fo Source: arxiv.org
Zanskar, a company using custom-built AI to become the world's most successful geothermal explorer, today (Jan 21) announced a 115 million Series C funding round led by Spring Lane Capital. . . . Source: globalrenewablenews.com
Entergy Arkansas is ready for winter weather and encourages customers to preparePosted:January 21, 2026 Posted:Lamor Williams Category:Storm Center update Tags:Arkansas. . . Source: globalrenewablenews.com
High-fidelity 4D dynamic facial avatar reconstruction from monocular video is a critical yet challenging task, driven by increasing demands for immersive virtual human applications. While Neural Radiance Fields (NeRF) have advanced scene representation, their capacity to capture high-frequency facial details, such as dynamic wrinkles and subtle textures from information-constrained monocular streams, requires significant enhancement. To tackle this challenge, we propose a novel hybrid neural rad Source: arxiv.org
Doral Renewables, a leading, U.S. utility-scale solar and battery storage developer and independent power producer announced today that its Great Bend Solar project has achieved commercial operati. . . Source: globalrenewablenews.com
Deep learning models for brain tumor analysis require large and diverse datasets that are often siloed across healthcare institutions due to privacy regulations. We present a federated learning framework for brain tumor localization that enables multi-institutional collaboration without sharing sensitive patient data. Our method extends a hybrid Transformer-Graph Neural Network architecture derived from prior decoder-free supervoxel GNNs and is deployed within CAFEIN textsuperscript{ textregiste Source: arxiv.org
Hong Kong’s chief information officers are entering 2026 under mounting pressure but also with a rare chance to turn years of technology investment into measurable business value. Source: www.finews.asia
Prologis, a major real estate firm, exceeded revenue expectations in the fourth quarter. Strong demand for its storage facilities, used by retailers and manufacturers for e-commerce and inventory, boosted performance. The company, which manages vast logistics real estate globally, also expanded its data center power pipeline. Prologis expressed confidence in future earnings growth. Source: economictimes.indiatimes.com
The global oil market will be in deep surplus in the first quarter of 2026, the International Energy Agency said on Wednesday, as so far excess supplies have offset the geopolitical risk of disruption. Source: kaieteurnewsonline.com
Uncover the mystery of sudden PostgreSQL replication lag spikes in production! Learn the common causes, from write bursts to slow disks, and how to resolve them. Source: www.c-sharpcorner.com
Delhi Jal board said water supply will be available at low pressure in most areas till the situation improves, without giving a specific timeline. Source: www.livemint.com
Iran released its first government-issued death toll from a sweeping crackdown on nationwide protests, acknowledging more than 3,000 fatalities a figure sharply lower than estimates provided by human-rights groups abroad Source: www.livemint.com
In the grand marble halls of the Europa Building in Brussels, European Union leaders will gather Thursday for what may prove to be one of their most Source: commstrader.com
Explore how AI-driven upskilling is transforming women's participation in India's STEM ecosystem, addressing challenges in workforce inclusion and education-to-employment pathways. Source: cio.economictimes.indiatimes.com
In a significant development for the Philippines' energy landscape, Prime Energy under the control of ports and casino magnate Enrique Razon Jr.'s Prime Infra Source: commstrader.com
MRPL shares rebounded sharply after a three day decline as investors took comfort from strong Q3 earnings and the companys move to explore Venezuelan crude purchases while halting Russian imports to comply with international sanctions. Source: economictimes.indiatimes.com
The China visit a trip that Huang regularly takes at this time of year comes at a pivotal moment for the world’s most valuable company. The US is loosening export restrictions on AI processors, letting Nvidia sell its H200 model in the Asian nation. Source: www.livemint.com
The global plastic extrusion machinery sector continues to evolve as manufacturers invest in advanced production technologies to meet growing demand across Source: agriculture.einnews.com
Food wastage is one of the critical challenges in the agricultural supply chain, and accurate and effective spoilage detection can help to reduce it. Further, it is highly important to forecast the spoilage information. This aids the longevity of the supply chain management in the agriculture field. This motivated us to propose fusion based architectures by combining CNN with LSTM and DeiT transformer for the following multi-tasks simultaneously: (i) vegetable classification, (ii) food spoilage Source: arxiv.org
Geometric Attention (GA) specifies an attention layer by four independent inputs: a finite carrier (what indices are addressable), an evidence-kernel rule (how masked proto-scores and a link induce nonnegative weights), a probe family (which observables are treated as admissible), and an anchor/update rule (which representative kernel is selected and how it is applied). Probe families induce an operational equivalence relation on kernels and therefore a gauge; anchors select representatives rela Source: arxiv.org
Transformer architecture has been very successful long runner in the field of Deep Learning (DL) and Large Language Models (LLM) because of its powerful attention-based learning and parallel-natured architecture. As the models grow gigantic in terms of memory footprint, difficulties in fitting the model on a device like a GPU or an AI accelerator give rise to the need for multiple computing devices thereby escalating the computing cost. This increased training/inference cost paved the way for ef Source: arxiv.org
The evolution toward 6G networks increasingly relies on network slicing to provide tailored, End-to-End (E2E) logical networks over shared physical infrastructures. A critical challenge is effectively decomposing E2E Service Level Agreements (SLAs) into domain-specific SLAs, which current solutions handle through computationally intensive, iterative optimization processes that incur substantial latency and complexity. To address this, we introduce Casformer, a cascaded Transformer architecture d Source: arxiv.org
Multi-modal entity alignment aims to identify equivalent entities between two multi-modal Knowledge graphs by integrating multi-modal data, such as images and text, to enrich the semantic representations of entities. However, existing methods may overlook the structural contextual information within each modality, making them vulnerable to interference from shallow features. To address these challenges, we propose MyGram, a modality-aware graph transformer with global distribution for multi-moda Source: arxiv.org
Neural network models often face challenges when processing very small or very large numbers due to issues such as overflow, underflow, and unstable output variations. To mitigate these problems, we propose using embedding vectors for numbers instead of directly using their raw values. These embeddings aim to retain essential algebraic properties while preventing numerical instabilities. In this paper, we introduce, for the first time, a fixed-length number embedding vector that preserves algebr Source: arxiv.org
Breast cancer is one of the most common cancers among women worldwide, and its accurate and timely diagnosis plays a critical role in improving treatment outcomes. This thesis presents an innovative framework for detecting malignant masses in mammographic images by integrating the Pyramid Adaptive Atrous Convolution (PAAC) and Transformer architectures. The proposed approach utilizes Multi-Scale Feature Fusion to enhance the extraction of features from benign and malignant tissues and combines D Source: arxiv.org
We present a semantics modulated, multi scale Transformer for 3D gaze estimation. Our model conditions CLIP global features with learnable prototype banks (illumination, head pose, background, direction), fuses these prototype-enriched global vectors with CLIP patch tokens and high-resolution CNN tokens in a unified attention space, and replaces several FFN blocks with routed/shared Mixture of Experts to increase conditional capacity. Evaluated on MPIIFaceGaze, EYEDIAP, Gaze360 and ETH-XGaze, ou Source: arxiv.org
Customer reviews contain detailed, domain specific signals about service failures and user expectations, but converting this unstructured feedback into actionable business decisions remains difficult. We study review-to-action generation: producing concrete, implementable recommendations grounded in review text. We propose a modular two-LLM framework in which an Issue model extracts salient issues and assigns coarse themes, and an Advice model generates targeted operational fixes conditioned on Source: arxiv.org
Transformer-based models have shown strong performance in time-series forecasting by leveraging self-attention to model long-range temporal dependencies. However, their effectiveness depends critically on the quality and structure of input representations derived from raw multivariate time-series data. This work proposes a two-stage forecasting framework that explicitly separates local temporal representation learning from global dependency modelling. In the first stage, a convolutional neural n Source: arxiv.org
Single-Photon Avalanche Diodes (SPADs) are new and promising imaging sensors. These sensors are sensitive enough to detect individual photons hitting each pixel, with extreme temporal resolution and without readout noise. Thus, SPADs stand out as an optimal choice for low-light imaging. Due to the high price and limited availability of SPAD sensors, the demand for an accurate data simulation pipeline is substantial. Indeed, the scarcity of SPAD datasets hinders the development of SPAD-specific p Source: arxiv.org
Recently, deep learning based facial landmark detection (FLD) methods have achieved considerable success. However, in challenging scenarios such as large pose variations, illumination changes, and facial expression variations, they still struggle to accurately capture the geometric structure of the face, resulting in performance degradation. Moreover, the limited size and diversity of existing FLD datasets hinder robust model training, leading to reduced detection accuracy. To address these chal Source: arxiv.org
Current region feature-based image captioning methods have progressed rapidly and achieved remarkable performance. However, they are still prone to generating irrelevant descriptions due to the lack of contextual information and the over-reliance on generated partial descriptions for predicting the remaining words. In this paper, we propose a Dual-Stream Collaborative Transformer (DSCT) to address this issue by introducing the segmentation feature. The proposed DSCT consolidates and then fuses t Source: arxiv.org
Learning profitable intraday trading policies from financial time series is challenging due to heavy noise, non-stationarity, and strong cross-sectional dependence among related assets. We propose emph{WaveLSFormer}, a learnable wavelet-based long-short Transformer that jointly performs multi-scale decomposition and return-oriented decision learning. Specifically, a learnable wavelet front-end generates low-/high-frequency components via an end-to-end trained filter bank, guided by spectral reg Source: arxiv.org
We introduce Neural Organ Transplantation (NOT), a modular adaptation framework that enables trained transformer layers to function as reusable transferable checkpoints for domain adaptation. Unlike conventional fine-tuning approaches that tightly couple trained parameters to specific model instances and training data, NOT extracts contiguous layer subsets ( donor organs ) from pre-trained models, trains them independently on domain-specific data, and saves them as standalone checkpoint files th Source: arxiv.org
With the rise of generative AI technology, anyone can now easily create and deploy AI-generated music, which has heightened the need for technical solutions to address copyright and ownership issues. While existing works mainly focused on short-audio, the challenge of full-audio detection, which requires modeling long-term structure and context, remains insufficiently explored. To address this, we propose an improved version of the Segment Transformer, termed the Fusion Segment Transformer. As i Source: arxiv.org
The Open-Radio Access Network (O-RAN) integrates numerous software components in a cloud-like deployment, opening the radio access network to previously unconsidered security threats. With the ever-evolving threat landscape, integrating security practices through a DevSecOps approach is essential for fast and secure releases. Current vulnerability assessment practices often rely on manual, labor-intensive, and subjective investigations, leading to inconsistencies in the threat analysis. To mitig Source: arxiv.org
Diffusion transformers (DiTs) have emerged as a powerful architecture for high-fidelity image generation, yet the quadratic cost of self-attention poses a major scalability bottleneck. To address this, linear attention mechanisms have been adopted to reduce computational cost; unfortunately, the resulting linear diffusion transformers (LiTs) models often come at the expense of generative performance, frequently producing over-smoothed attention weights that limit expressiveness. In this work, we Source: arxiv.org
Motion representation plays an important role in video understanding and has many applications including action recognition, robot and autonomous guidance or others. Lately, transformer networks, through their self-attention mechanism capabilities, have proved their efficiency in many applications. In this study, we introduce a new two-stream transformer video classifier, which extracts spatio-temporal information from content and optical flow representing movement information. The proposed mode Source: arxiv.org
We study sentence-level identification of the 19 values in the Schwartz motivational continuum as a concrete formulation of human value detection in text. The setting - out-of-context sentences from news and political manifestos - features sparse moral cues and severe class imbalance. This combination makes fine-grained sentence-level value detection intrinsically difficult, even for strong modern neural models. We first operationalize a binary moral presence task ( does any value appear? ) and Source: arxiv.org
Kakao has updated its proprietary large language model (LLM), Kanana-2, releasing four additional variants of the model as open source. After demon... Source: www.koreatimes.co.kr
Yeschamp Imp & Exp (Taizhou) Co., Ltd., a professional pumps and engines manufacturer based in China, continues to strengthen its role in the global industrial Source: agriculture.einnews.com
Reliance Industries faces challenges in January, including declining earnings and geopolitical tensions, impacting its share price and retail growth. Source: www.thehindubusinessline.com
Highlights EBRD organising financing of up to US 195.5 million for major renewable energy and battery development Funds will support construction of 300 MW solar plant and 75 MWh ba. . . Source: globalrenewablenews.com
Heartland Value Fund explains why broadening markets and low valuations point toward a sustained small-cap rebound. Review the team's complete market outlook. Source: seekingalpha.com
Several biotech and healthcare stocks posted notable gains in after-hours trading on Friday, driven by regulatory developments, financing updates, and investor ... Source: www.rttnews.com
The Leela's push towards building clusters and circuits around its properties betrays a larger ambition - its properties are the destination. Source: skift.com
Five Greek microsatellites now in orbit under the National Microsatellite Programme as Greece moves from planning to implementation Source: en.protothema.gr
Middle East News: Iran’s foreign minister will skip this week’s World Economic Forum meeting in Davos, Switzerland, with organisers saying on Monday that his presence w. Source: timesofindia.indiatimes.com
Power supply will be suspended in parts of Tamil Nadu today (January 20, 2026) due to TANGEDCO maintenance. Check affected areas in Chennai, Coimbatore, Madurai, Trichy and more Source: www.news18.com
If you search for London hotels at ihg.com, you will see London Bloomsbury Square Hotel is now bookable. This used to be Accor's Mercure London Bloomsbury hotel. Source: www.headforpoints.com
Giants infielders Bryce Eldridge and Casey Schmitt are both working back from wrist surgery and each potential trade candidates. Source: www.mlbtraderumors.com
Baoji Qixin Titanium Co., Ltd., a leading titanium materials and anodes manufacturer based in China, continues to strengthen its position in international Source: agriculture.einnews.com
Iranian official says nationwide internet access will be restored by week’s end, ending a shutdown imposed since January 8. Source: www.israelnationalnews.com
Join us on the Power Grid Stock Liveblog, your hub for real-time updates and comprehensive analysis on a prominent stock. Stay in the know with the latest information about Power Grid, including: Last traded price 256.85, Market capitalization: 239025.52, Volume: 3967299, Price-to-earnings ratio 15.72, Earnings per share 16.34. Our liveblog provides a well-rounded view of Power Grid by incorporating both fundamental and technical indicators. Be the first to receive breaking news that can impact Source: economictimes.indiatimes.com
As many as 43 companies, including Persistent Systems and ITC Hotels, are set to announce their December quarter earnings on Tuesday. Analysts anticipate growth for Persistent Systems driven by BFSI and healthcare, while AU Small Finance Bank is expected to see improved net interest margins and robust business growth. Source: economictimes.indiatimes.com
Sen. Mark Warner admitted the Biden administration screwed up border security while criticizing the Trump administration's ICE tactics targeting people with no criminal record. Source: www.foxnews.com
According to the Odisha State Pollution Control Board, the Gangua river has now turned into a drain that carries the city’s garbage and sewage. Source: www.newslaundry.com
By 2030, surveyed executives anticipate AI spend to shift from efficiency to innovation AI productivity gains projected to increase by 42 , fueling reinvestment for growth67 of respondents expect AI to eliminate resource and skills constraintsARMONK, N.Y., Jan. 19, 2026 /PRNewswire/ -- New research from the IBM (NYSE: IBM) Institute for Business Value reveals that nearly eight in ten (79 ) surveyed executives expect AI will significantly contribute to their revenue by 2030 - up from 40 today - Source: www.manilatimes.net
Characterizing exoplanet host stars at a population level requires a method of homogeneously characterizing stellar properties across all spectral types. To this end, we have developed Metal Pipe, a new code for determining stellar parameters and abundances, which is designed for use across a wider range of spectral types than many commonly used codes. It combines the widely-used package MOOG with photometric stellar parameters, a user-supplied high-resolution spectrum, and a newly curated list Source: arxiv.org
X-ray absorption spectroscopy (XAS) and electron energy-loss spectroscopy (EELS) produce detailed information about oxidation state, bonding, and coordination, making them essential for quantitative studies of redox and structure in functional materials. However, high-throughput quantitative analysis of these spectra, especially for mixed valence materials, remains challenging as diverse experimental conditions introduce noise, misalignment, broadening of the spectral features. We address this c Source: arxiv.org
Climate change is intensifying human heat exposure, particularly in densely built urban centers of the Global South. Low-cost construction materials and high thermal-mass surfaces further exacerbate this risk. Yet scalable methods for assessing such heat-relevant building attributes remain scarce. We propose a machine learning framework that fuses openly available unmanned aerial vehicle (UAV) and street-view (SV) imagery via a coupled global context vision transformer (CGCViT) to learn heat-rel Source: arxiv.org
Sensor nodes localization in wireless Internet of Things (IoT) sensor networks is crucial for the effective operation of diverse applications, such as smart cities and smart agriculture. Existing sensor nodes localization approaches heavily rely on anchor nodes within wireless sensor networks (WSNs). Anchor nodes are sensor nodes equipped with global positioning system (GPS) receivers and thus, have known locations. These anchor nodes operate as references to localize other sensor nodes. However Source: arxiv.org
Machine learning is finding its application in a multitude of areas in science and research, and Climate and Earth Sciences is no exception to this trend. Operational forecasting systems based on data-driven approaches and machine learning methods deploy models for periodic forecasting. Wildfire danger assessment using machine learning has garnered significant interest in the last decade, as conventional methods often overestimate the risk of wildfires. In this work, we present the code OpFML: O Source: arxiv.org
Gene regulatory networks (GRNs) are essential for understanding cell fate decisions and disease mechanisms, yet cross-species GRN inference from single-cell RNA-seq data remains challenging due to noise, sparsity, and cross-species distribution shifts. We propose GP-DHT (GenePair DualHeadTransformer), a cross-species single-cell GRN inference framework that models genes and cells in a heterogeneous graph with multi-level expression relations and learns structured regulatory representations via m Source: arxiv.org
The new DeepSeek model has the potential to disrupt the sector again, underscoring China’s position as the main rival to US AI supremacy, Source: www.zerohedge.com
Dem boys seh Guyana don turn celebration upside down. Is a strange thing happening now, yuh know. Long time, when somebody got birthday, dem does invite you, feed you, liquor you, and send you home with a doggy bag. Now? Now you paying to celebrate somebody else age increase. Madness with a receipt. Source: kaieteurnewsonline.com
Nalco is also conducting due diligence for acquiring a stake in an operational lithium mine in Australia through Khanij Bidesh India Ltd (KABIL) Source: www.thehindubusinessline.com
Thousands in the United States staged large demonstrations Sunday denouncing the Iranian government's deadly crackdown on anti-government protesters in the Islamic Republic.Several thousand people marched in Los Angeles, home to the world's largest Iranian diaspora, while several hundred others gathered in New York, AFP journalists in both cities reported. US protesters could be seen carrying signs condemning a New Holocaust, a genocide in the making, and the terror of the Iranian governme Source: www.al-monitor.com
Explore the generative AI attention mechanism and its role in transforming complex language tasks with improved accuracy and efficiency. Source: www.mssqltips.com
Elevate your workflow with the Gun Carrier Mark I asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store. Source: assetstore.unity.com
State-owned Nalco is exploring entry into rare earth element (REE) mining as part of its diversification beyond bauxite and alumina, with a bid advisor conducting due diligence on domestic auctions for REEs, magnesium and chromite blocks. The move aligns with Indias push to reduce import dependence and curb Chinas dominance in critical minerals used in electronics, defence, renewables and electric vehicles. Source: economictimes.indiatimes.com
The resistance to AI will come from the social disruption it will bring and data centres will be where that backlash lands first. Investors in AI must ensure that its benefits are shared, harm is... Source: www.eco-business.com
The humanitarian crisis in Iran has reached catastrophic levels as security forces unleash unprecedented violence against protesters across the country. Source: commstrader.com
Discover key energy and electronics stocks to watch, featuring IREDA, LG Electronics, and more, driven by major project developments. Source: www.thehindubusinessline.com
Build a private, portable offline voice assistant on Raspberry Pi 5 with Whisper, Piper, and local language hosts. This guide covers hardware, software, thermal limits, and a comparison with cloud-based assistants to help you decide if offline is right for your use case. Source: bitrebels.com
Engineers India Ltd has secured a pivotal contract exceeding USD 350 million for the extensive expansion of the Dangote Refinery and Petrochemical Complex in Nigeria. EIL is set to deliver comprehensive Project Management and EPCM consultancy services. This significant enhancement will vastly amplify the refinery's operational capacity, bolstering Nigerias stature as a vital energy center in the region. Source: economictimes.indiatimes.com
Four new funds will open for subscription this week. Fund houses launch new funds to complete their bouquet of offerings. Here is a detailed break-up of upcoming NFOs (Source: ACE MF). New funds in the pipeline Source: economictimes.indiatimes.com
MANILA, Philippines Some areas in Metro Manila and in Rizal will have water service interruptions this week due to maintenance works, according to Maynilad and Manila Water. Source: www.manilatimes.net
New report delivers data-driven benchmarks on SEO, content marketing, paid media, and competitive visibility across the global cybersecurity sector Source: www.manilatimes.net
President Donald Trump has never been shy about stating his belief that the climate change narrative pushed by the globalist community for the last half-century Source: dailycaller.com
While My Hero Academia shouldn't outright have a total replacement, there are plenty of series for superhero otakus seeking a new fix. Source: screenrant.com
A Ukrainian delegation arrived in the United States for talks Saturday on a U.S.-led diplomatic push to end the nearly 4-year-old war as Russian attacks again took aim at Ukraine’s power grid, cutting electricity and heating in freezing temperatures. Kyrylo Budanov, Ukrainian President Volodymyr Zelenskyy’s chief of staff, said he arrived in the U.S. to [ ] Source: www.theyeshivaworld.com
A woman took to TikTok to share her black neck tattoo that is causing her to have an identity crisis after she hated the end result. Source: www.yourtango.com
Two weeks into Iran’s latest nationwide protests, the Islamic Republic has returned to a grimly familiar strategy: total silence, followed by overw... Source: www.koreatimes.co.kr
In a statement issued on Saturday, President Donald Trump demanded that the 37-year reign of Ayatollah Ali Khamenei come to an end. Source: www.india.com
A Minnesota pipeline explosion underscores the dangers of gas infrastructure as communities in NC fight SSEP, MVP Southgate, and T-15. Source: agriculture.einnews.com
GHAZIABAD: At least five people were injured after a transformer exploded near a cinema hall in Khoda's Azad Vihar on Friday afternoon.According to ey. Source: timesofindia.indiatimes.com
Mumbai: Water supply will be affected in some areas of BMC wards such as G North, K-East, S, H-East and N ward from Jan 20 to Jan 22 and there will al. Source: timesofindia.indiatimes.com
A month and a half into Operation Metro Surge, the federal immigration enforcement blitz that has flooded the Twin Cities with ICE and other federal agents, protests and developments are accelerating Source: unicornriot.ninja
-Today, Amazon Web Services (AWS) announced the general availability of the AWS European Sovereign Cloud, a new, independent cloud for Europe entirely located ... Source: en.antaranews.com
Indias aluminium prices hit record highs in early 2026, tracking LMEs surge above 3,000/ton, driven by tight global supply, Chinas capacity limits, high energy costs, tariffs, and strong Indian demand, keeping domestic premiums elevated and outlook volatile through the year. Source: economictimes.indiatimes.com
Judge rules feds in Minneapolis immigration operation can’t detain or tear gas peaceful protesters MINNEAPOLIS (AP) Federal officers in the Minneapolis-area participating in its largest recent U.S. Source: www.winnipegfreepress.com
While those politically responsible largely ignored the plight of the population, within hours they began to politically exploit the attack on the power grid. The act of sabotage is being ruthlessly used to advance the expansion of a police state and domestic militarisation. Source: www.wsws.org
As spring training approaches, the Boston Red Sox find themselves with an enviable problem: too many talented outfielders for just three positions. With Roman Source: commstrader.com
Noida: The power department will replace more than 2,500 dilapidated electricity poles across the district to improve supply ahead of the summer peak.. Source: timesofindia.indiatimes.com
Tehran's repression has 'likely suppressed the protest movement for now,' said the U.S.-based Institute for the Study of War, which has monitored the protest activity. Source: www.japantimes.co.jp
Protests in Iran have subsided after a crackdown that has killed thousands under an internet blackout, monitors said, a week after the start of the largest demonstrations in years challenging the country's theocratic system. Source: www.rte.ie
Healthcare AI lesson: AI won’t replace drug scientists it supercharges them: faster discovery + cheaper testing. The real revolution is operations + cash flow, not hype. Source: www.forbes.com
Iran faces a tense calm as hard-line clerics threaten executions and U.S. relations shift amid ongoing protests and repression. Source: www.thehindu.com
President Volodymyr Zelensky stated on Friday that Ukraine requires permanent and unwavering security guarantees from its allies, according to a report by the I... Source: www.dimsumdaily.hk
Assam stands at the cusp of a new age, thanks to the visionary leadership of Prime Minister Narendra Modi. The once tumultuous landscape is now a portrait of tranquility, as incidents of insurgency have significantly dropped. Simultaneously, robust infrastructure projects like expansive highways and innovative bridges are reshaping the state, establishing it as a vital corridor for trade and travel. Source: economictimes.indiatimes.com
The Trump administration is seeking an emergency power auction to make tech giants pay for soaring data center electricity costs affecting millions of customers. Source: www.foxbusiness.com
Iran faces uneasy calm after deadly protests, with a hard-line cleric demanding death for detainees and threatening President Trump. Trump, however, expressed gratitude for canceled executions, signaling a potential de-escalation. Thousands have reportedly died, with a week-long internet blackout continuing as outward normality returns to Tehran. Source: economictimes.indiatimes.com
The traditional B2B funnel failed because it optimized volume over trust. GTM replaces the funnel by aligning marketing, sales, RevOps, and customer success aro... Source: www.markempa.com
India's Russian oil imports have fallen significantly this month. US sanctions have reduced the number of buyers. Indian Oil and Nayara Energy are now the main purchasers, boosting their intake. Reliance Industries has stopped all Russian crude supplies. This shift is prompting Russian suppliers to offer deeper discounts on their oil. Source: economictimes.indiatimes.com
Knowledge co-production (KCP) between science and practice is essential to address complex social-hydrogeological challenges. However, there is a need to clarify and operationalize KCP within collaborative research. This study characterizes KCP and evaluates its impact on developing sustainable groundwater management strategies based on two case studies in Europe, where transdisciplinary research enabled scientists and stakeholders to collaboratively develop sustainable groundwater management st Source: link.springer.com
Riverbank filtration is a common technique used in water supply systems, but flooding of the well field and the associated deterioration of water quality are a constant concern. However, well-documented examples of flood effects are scarce. Therefore, several data sets of such a case from the beginning of the 20th century from the city of Breslau (Wroc aw), Poland, were brought together and evaluated with modern methods, including quantitative reaction modeling. Overpumping and a drought had le Source: link.springer.com
Georgians display Iranian Lion and Sun flags during daily protests in Tbilisi, showing solidarity with Iranian demonstrators while opposing EU accession halt by their government. Source: www.foxnews.com
Trump thanks Iran for canceling planned executions of political prisoners, signaling a shift in his stance on military action. Source: www.thehindu.com
Tech Mahindra’s EBIT margin is expected to increase 40-70 bps in the quarter ending on December 31, 2025 with revenue growth is expected to grow 1-2 , as per brokerages. Source: www.thehindubusinessline.com
Japanese energy companies are looking to expand into U.S. oil and gas following renewed support from President Donald Trump’s administration. Source: www.japantimes.co.jp
Innovative Energy Group (IEG) plans to assemble electric golf carts in Jamaica, betting the venture will open doors for its core solar panel business across Caribbean resorts and golf clubs. The renewable-energy company plans to hire some 20... Source: jamaica-gleaner.com
The White House and a bipartisan group of governors are pressuring the operator of the mid-Atlantic power grid to take urgent steps to boost energy supply and curb price hikes, holding a Friday event... Source: www.winnipegfreepress.com
When training machine learning (ML) models for potential deployment in a healthcare setting, it is essential to ensure that they do not replicate or exacerbate existing healthcare biases. Although many definitions of fairness exist, we focus on path-specific causal fairness, which allows us to better consider the social and medical contexts in which biases occur (e.g., direct discrimination by a clinician or model versus bias due to differential access to the healthcare system) and to characteri Source: arxiv.org
We prove that the Transformer self-attention mechanism in the high-confidence regime ( to infty , where is an inverse temperature) operates in the tropical semiring (max-plus algebra). In particular, we show that taking the tropical limit of the softmax attention converts it into a tropical matrix product. This reveals that the Transformer's forward pass is effectively executing a dynamic programming recurrence (specifically, a Bellman-Ford path-finding update) on a latent graph defined Source: arxiv.org
Understanding how local neurophysiological patterns interact with global brain dynamics is essential for decoding human emotions from EEG signals. However, existing deep learning approaches often overlook the brain's intrinsic spatial organization, failing to simultaneously capture local topological relations and global dependencies. To address these challenges, we propose Neuro-HGLN, a Neurologically-informed Hierarchical Graph-Transformer Learning Network that integrates biologically grounded Source: arxiv.org
Cognitive Radio (CR) systems, which dynamically adapt to changing spectrum environments, could benefit significantly from advancements in machine learning technologies. These systems can be enhanced in terms of spectral efficiency, robustness, and security through innovative approaches such as the use of Transformer models. This work investigates the application of Transformer models, specifically the GPT-2 architecture, to generate novel modulation schemes for wireless communications. By traini Source: arxiv.org
Online medical consultations generate large volumes of conversational health data that often embed protected health information, requiring robust methods to classify data categories and assign risk levels in line with policies and practice. However, existing approaches lack unified standards and reliable automated methods to fulfill sensitivity classification for such conversational health data. This study presents a large language model-based extraction pipeline, SALP-CG, for classifying and gr Source: arxiv.org
Elevate your workflow with the Raccoon 01 asset from ppplux8. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Indian Hotels Company (IHCL), India's largest hospitality firm, has announced the acquisition of a 51 stake in Brij Hospitality Source: www.traveldailymedia.com
In a filing with the Tokyo Stock Exchange, Mitsubishi said that the investment will strengthen the earnings base of the company's natural gas and LNG businesses. Source: www.cnbc.com
China's energy sector saw a significant boost today as State Grid, the world's largest utility, unveiled an unprecedented 4 trillion yuan (US 574 Source: stockmarketwatch.com
Friday’s action is being cast as a one-time emergency intervention into the PJM market, necessary because of the rapid rise in electricity prices in the Mid-Atlantic region. Source: www.zerohedge.com
Infosys reported deal wins worth 4.8 billion in the third quarter, a sharp jump from 3.1 billion in the previous quarter. Around 57 of these deals were classified as net new, indicating fresh business additions rather than renewals. Source: www.indiatoday.in
Indian markets traded higher on Friday, with Sensex and Nifty buoyed by Infosys stronger-than-expected Q3 results and upgraded FY26 revenue guidance. IT stocks led gains, while mid- and small-caps also saw rises. Experts cited limited triggers, FII flows, and global cues including AI momentum, crude stability, and Fed comments as key factors. Source: economictimes.indiatimes.com
If you think gravity’s got them pinned down, think again.Nimbus Power Systems and Blue Origin have just outdone themselves, proving that hydrogen fuel cells Source: www.hydrogenfuelnews.com
This month, Egypt flipped the switch on its first 100MW green hydrogen facility in the Ain Sokhna Industrial Zone, kicking off its maiden shipments of Source: www.hydrogenfuelnews.com
As the year wound down, The Sylvan Group grabbed headlines by buying out Plug Power’s 49 share in SK Hyverse. This Hyundai-family-backed move is stirring up Source: www.hydrogenfuelnews.com
So, this month, AMCHAM Korea and Bloom Energy teamed up on an MOU that could totally shake up how South Korea keeps its AI data centers buzzing. With compute Source: www.hydrogenfuelnews.com
Winston Peters has condemned the brutal response to the protests - which has included the reported killing of thousands of demonstrators. Source: www.rnz.co.nz
Purpose-built to enable organizations to deploy their own secured, compliant and automated environments for AI-ready sovereign workloads Source: www.manilatimes.net
Layer in the sounds of Suburban Interior Worlds Ambisonic Interior Ambience (Ambix FOA) from Wolf Tone Recorders for your next project. Browse all audio options on the Unity Asset Store. Source: assetstore.unity.com
The United States Embassy in Kingston is awaiting further guidance from Washington following the decision by the American government to suspend the proces... Source: jamaica-gleaner.com
Ugandan authorities should immediately restore internet access and refrain from imposing blanket shutdowns that undermine fundamental rights and threaten election integrity. Source: www.hrw.org
Reliance Industrial Infrastructure Limited (RIIL), a group company of Reliance Industries Limited (RIL), reported a 9.9 per cent year-on-year (YoY) rise in its consolidated net profit for the third quarter of FY26. Source: www.dnaindia.com
We introduce a new method of generating Computer Aided Design (CAD) profiles via a sequence of simple geometric constructions including curve offsetting, rotations and intersections. These sequences start with geometry provided by a designer and build up the points and curves of the final profile step by step. We demonstrate that adding construction steps between the designer's input geometry and the final profile improves generation quality in a similar way to the introduction of a chain of tho Source: arxiv.org
Highlights The financing will strengthen Heelstone's capacity to deliver an expanding portfolio of renewable energy projects across the U.S., supporting over 5 GW of solar, wind, and bat. . . Source: globalrenewablenews.com
Scientific Workflow Management Systems (SWfMSs) such as Nextflow have become essential software frameworks for conducting reproducible, scalable, and portable computational analyses in data-intensive fields like genomics, transcriptomics, and proteomics. Building on Nextflow, the nf-core community curates standardized, peer-reviewed pipelines that follow strict testing, documentation, and governance guidelines. Despite its broad adoption, little is known about the challenges users face during th Source: arxiv.org
Modern supply chains are increasingly exposed to disruptions from geopolitical events, demand shocks, trade restrictions, to natural disasters. While many of these disruptions originate deep in the supply network, most companies still lack visibility beyond Tier-1 suppliers, leaving upstream vulnerabilities undetected until the impact cascades downstream. To overcome this blind-spot and move from reactive recovery to proactive resilience, we introduce a minimally supervised agentic AI framework Source: arxiv.org
Transformer-based language models often achieve strong results on mathematical reasoning benchmarks while remaining fragile on basic numerical understanding and arithmetic operations. A central limitation is that numbers are processed as symbolic tokens whose embeddings do not explicitly encode numerical value, leading to systematic errors. We introduce a value-aware numerical representation that augments standard tokenized inputs with a dedicated prefix token whose embedding is explicitly condi Source: arxiv.org
Vision Transformers (ViTs) have gained rapid adoption in computational pathology for their ability to model long-range dependencies through self-attention, addressing the limitations of convolutional neural networks that excel at local pattern capture but struggle with global contextual reasoning. Recent pathology-specific foundation models have further advanced performance by leveraging large-scale pretraining. However, standard ViTs remain inherently non-equivariant to transformations such as Source: arxiv.org
Open source C code underpins society's computing infrastructure. Decades of work has helped harden C code against attackers, but C projects do not consist of only C code. C projects also contain build system code for automating development tasks like compilation, testing, and packaging. These build systems are critcal to software supply chain security and vulnerable to being poisoned, with the XZ Utils and SolarWinds attacks being recent examples. Existing techniques try to harden software suppl Source: arxiv.org
Reverberation mapping is one of the main techniques used to study active galactic nuclei (AGN) accretion disks. Traditional continuum reverberation mapping uses short lags between variability in different wavelength AGN light curves on the light crossing timescale of the disk to measure the radial structure of the disk. The harder-to-detect long negative lag measures lags on the longer inflow timescale, opening up a new window to mapping out the vertical structure of AGN disks. The Vera Rubin Ob Source: arxiv.org
This study investigates the use of computational audio analysis to examine ideological narratives in Nazi propaganda films. Employing a three-step pipeline, speaker diarization, audio transcription and psycholinguistic analysis, it reveals ideological patterns in characters. Despite current issues with speaker diarization, the methodology provides insights into character traits and propaganda narratives, suggesting scalable applications. Source: arxiv.org
Substation meters play a critical role in monitoring and ensuring the stable operation of power grids, yet their detection of cracks and other physical defects is often hampered by a severe scarcity of annotated samples. To address this few-shot generation challenge, we propose a novel framework that integrates Knowledge Embedding and Hypernetwork-Guided Conditional Control into a Stable Diffusion pipeline, enabling realistic and controllable synthesis of defect images from limited data. First Source: arxiv.org
KKR, a leading global investment firm, and RWE, one of the global leading renewable energy companies, today (Jan 14) announced a strategic partnership to jointly realise RWE's UK Norfolk Va. . . Source: globalrenewablenews.com
Accurate global medium-range weather forecasting is fundamental to Earth system science. Most existing Transformer-based forecasting models adopt vision-centric architectures that neglect the Earth's spherical geometry and zonal periodicity. In addition, conventional autoregressive training is computationally expensive and limits forecast horizons due to error accumulation. To address these challenges, we propose the Shifted Earth Transformer (Searth Transformer), a physics-informed architecture Source: arxiv.org
Work on the natural gas pipeline connecting Tripura and Mizoram is progressing well. Officials report 45 percent completion. The 119.5-km project is slated for completion by December 2027. This initiative will bring affordable gas to Mizoram for domestic, commercial, and industrial use. Source: economictimes.indiatimes.com
The UN Security Council is slated to meet for a briefing on the situation in Iran, according to a spokesperson for the Somali presidency. Source: www.rte.ie
India's industrial and warehousing sector saw robust growth in 2025, with absorption reaching 36.9 million sq ft, a 16 year-on-year increase. Driven by strong demand from logistics, engineering, and e-commerce, Delhi NCR and Chennai led the absorption. The year concluded with a strong Q4, fueled by large transactions and expansion-led demand. Source: economictimes.indiatimes.com
I am inclined to believe that the Venezuela adventure is not an indication of American strength, alas, but rather of American weakness, points out Rajeev Srinivasan. Source: www.rediff.com
In heterogeneous graphs, we can observe complex structures such as tree-like or hierarchical structures. Recently, the hyperbolic space has been widely adopted in many studies to effectively learn these complex structures. Although these methods have demonstrated the advantages of the hyperbolic space in learning heterogeneous graphs, most existing methods still have several challenges. They rely heavily on tangent-space operations, which often lead to mapping distortions during frequent transit Source: arxiv.org
Functional group replacement is a pivotal approach in cheminformatics to enable the design of novel chemical compounds with tailored properties. Traditional methods for functional group removal and replacement often rely on rule-based heuristics, which can be limited in their ability to generate diverse and novel chemical structures. Recently, transformer-based models have shown promise in improving the accuracy and efficiency of molecular transformations, but existing approaches typically focus Source: arxiv.org
Recent advances in large language models have enabled their application to a range of healthcare tasks. However, aligning LLMs with the nuanced demands of medical ethics, especially under complex real world scenarios, remains underexplored. In this work, we present MedES, a dynamic, scenario-centric benchmark specifically constructed from 260 authoritative Chinese medical, ethical, and legal sources to reflect the challenges in clinical decision-making. To facilitate model alignment, we introduc Source: arxiv.org
High-resolution UAV photogrammetry has become a key technology for precision agriculture, enabling centimeter-level crop monitoring and point-level plant localization. However, point-level maize localization in UAV imagery remains challenging due to (1) extremely small object-to-pixel ratios, typically less than 0.1 , (2) prohibitive computational costs of quadratic attention on ultra-high-resolution images larger than 3000 x 4000 pixels, and (3) agricultural scene-specific complexities such as Source: arxiv.org
The rapid proliferation of misinformation across online platforms underscores the urgent need for robust, up-to-date, explainable, and multilingual fact-checking resources. However, existing datasets are limited in scope, often lacking multimodal evidence, structured annotations, and detailed links between claims, evidence, and verdicts. This paper introduces a comprehensive data collection and processing pipeline that constructs multimodal fact-checking datasets in French and German languages b Source: arxiv.org
Accurate forecasts of segment-level sailing durations are fundamental to enhancing maritime schedule reliability and optimizing long-term port operations. However, conventional estimated time of arrival (ETA) models are primarily designed for the immediate next port of call and rely heavily on real-time automatic identification system (AIS) data, which is inherently unavailable for future voyage segments. To address this gap, the study reformulates future-port ETA prediction as a segment-level t Source: arxiv.org
We introduce the Markovian Pre-trained Transformer (MPT) for next-item recommendation, a transferable model fully pre-trained on synthetic Markov chains, yet capable of achieving state-of-the-art performance by fine-tuning a lightweight adaptor. This counterintuitive success stems from the observation of the `Markovian' nature: advanced sequential recommenders coincidentally rely on the latest interaction to make predictions, while the historical interactions serve mainly as auxiliary cues for i Source: arxiv.org
We present a latent-stock compartmental framework for modeling degree production systems when only completion flows, rather than enrollments, are observed. Applied to U.S. mathematics degrees from 1969 to 2017, the model treats master's and PhD populations as latent compartments -- unobserved state variables that are inferred indirectly because they generate the observed completion flows -- with time-varying routing fractions and completion hazards. Using information-criterion model comparison Source: arxiv.org
Incomplete point clouds captured by 3D sensors often result in the loss of both geometric and semantic information. Most existing point cloud completion methods are built on rotation-variant frameworks trained with data in canonical poses, limiting their applicability in real-world scenarios. While data augmentation with random rotations can partially mitigate this issue, it significantly increases the learning burden and still fails to guarantee robust performance under arbitrary poses. To addr Source: arxiv.org
Recent advances in transformer-based text-to-motion generation have led to impressive progress in synthesizing high-quality human motion. Nevertheless, jointly achieving high fidelity, streaming capability, real-time responsiveness, and scalability remains a fundamental challenge. In this paper, we propose MOGO (Motion Generation with One-pass), a novel autoregressive framework tailored for efficient and real-time 3D motion generation. MOGO comprises two key components: (1) MoSA-VQ, a motion sca Source: arxiv.org
Thousands of Iranians have been killed in the current protests. But the longer the regime maintains its blackout, the more people will be driven onto the streets. Source: theconversation.com
Gurgaon: Tankers are in high demand. As the water crisis deepened, residents across the city were seen frantically calling them on Tuesday, with most . Source: timesofindia.indiatimes.com
Gurgaon: A leakage in the 1,600 mm master water pipeline at Chandu Budhera water treatment plant (WTP) has disrupted supply from one of the city's mai. Source: timesofindia.indiatimes.com
Ghaziabad: Tests carried out in the wake of last month's water contamination deaths in Indore have indicated the presence of coliform in 26 samples co. Source: timesofindia.indiatimes.com
HONG KONG, Jan. 14, 2026 /PRNewswire/ -- Akeso, Inc. (9926.HK) announced the presentation of a real-world study at the 2026 American Society of Clinical Oncology Gastrointestinal Cancers Symposium (ASCO GI), comparing cadonilimab plus chemotherapy against a PD-1 inhibitor plus chemotherapy for the first-line (1L) treatment for advanced gastric (G) or gastroesophageal junction (GEJ) cancer with PD-L1 CPS Source: www.manilatimes.net
As the Iranian government continues to repress protesters angered over its jittery economy, locals who've been cut off from communication with relatives in Iran say that use of force would harm not help a volatile situation. Source: chicago.suntimes.com
Microsoft President Brad Smith calls on Big Tech to fund AI data centers as local communities express growing concerns over environmental impact and rising electricity costs. Source: cio.economictimes.indiatimes.com
In 1942, eight men are sent from Nazi Germany to infiltrate America. Their mission: to sabotage critical infrastructure. Their problem: they're idiots. Operatio... Source: timharford.com
In frequency division duplexing (FDD) massive multiple-input multiple-output (MIMO) systems, downlink channel state information (CSI) plays a crucial role in achieving high spectrum and energy efficiency. However, the CSI feedback overhead becomes a major bottleneck as the number of antennas increases. Although existing deep learning-based CSI compression methods have shown great potential, they still face limitations in capturing both local and global features of CSI, thereby limiting achievabl Source: arxiv.org
In its current form, the nation's electric grid largely doesn't store energy. The vast majority of electricity generated by fossil fuels, hydropower, and other sources flows into t. . . Source: globalrenewablenews.com
Aspen Power, a leading distributed generation platform backed by Carlyle and dedicated to building the clean energy future, today (Jan 12) announced the successful closing of a 200 million cap. . . Source: globalrenewablenews.com
One of the primary mission goals of the Kepler space telescope was to detect Earth-like terrestrial planets in the habitable zone around Sun-like stars. These planets are at the detection limit, where the Kepler detection and vetting pipeline produced unreliable planet candidates. We present a novel pipeline that improves the removal of localized defects prior to the planet search, improves vetting at the level of individual transits and introduces a Bayes factor test statistic and an algorithm Source: arxiv.org
Diffusion Transformers achieve impressive generative quality but remain computationally expensive due to iterative sampling. Recently, dynamic resolution sampling has emerged as a promising acceleration technique by reducing the resolution of early sampling steps. However, existing methods rely on heuristic re-noising at every resolution transition, injecting noise that breaks cross-stage consistency and forces the model to relearn global structure. In addition, these methods indiscriminately up Source: arxiv.org
Smart contract technology facilitates self-executing agreements on the blockchain, eliminating dependency on an external trusted authority. However, smart contracts may expose vulnerabilities that can lead to financial losses and disruptions in decentralized applications. In this work, we evaluate deep learning-based approaches for vulnerability scanning of Ethereum smart contracts. We propose VASCOT, a Vulnerability Analyzer for Smart COntracts using Transformers, which performs sequential anal Source: arxiv.org
Accurate energy time-series forecasting is crucial for ensuring grid stability and promoting the integration of renewable energy, yet it faces significant challenges from complex temporal dependencies and the heterogeneity of multi-source data. To address these issues, we propose DDT, a novel and robust deep learning framework for high-precision time-series forecasting. At its core, DDT introduces two key innovations. First, we design a dual-masking mechanism that synergistically combines a stri Source: arxiv.org
Autonomous driving increasingly relies on Visual Question Answering (VQA) to enable vehicles to understand complex surroundings by analyzing visual inputs and textual queries. Currently, a paramount concern for VQA in this domain is the stringent requirement for fast latency and real-time processing, as delays directly impact real-world safety in this safety-critical application. However, current state-of-the-art VQA models, particularly large vision-language models (VLMs), often prioritize perf Source: arxiv.org
The exploration of materials composition, structure, and processing spaces is constrained by high dimensionality and the cost of data acquisition. While machine learning has supported property prediction and design, its effectiveness depends on labeled data, which remains expensive to generate via experiments or high-fidelity simulations. Improving data efficiency is thus a central concern in materials informatics. Active learning (AL) addresses this by coupling model training with adaptive da Source: arxiv.org
Transformer channel decoders, such as the Error Correction Code Transformer (ECCT), have shown strong empirical performance in channel decoding, yet their generalization behavior remains theoretically unclear. This paper studies the generalization performance of ECCT from a learning-theoretic perspective. By establishing a connection between multiplicative noise estimation errors and bit-error-rate (BER), we derive an upper bound on the generalization gap via bit-wise Rademacher complexity. The Source: arxiv.org
Most existing 3D referring expression segmentation (3DRES) methods rely on dense, high-quality point clouds, while real-world agents such as robots and mobile phones operate with only a few sparse RGB views and strict latency constraints. We introduce Multi-view 3D Referring Expression Segmentation (MV-3DRES), where the model must recover scene structure and segment the referred object directly from sparse multi-view images. Traditional two-stage pipelines, which first reconstruct a point cloud Source: arxiv.org
Ground Penetrating Radar (GPR) is a widely used Non-Destructive Testing (NDT) technique for subsurface exploration, particularly in infrastructure inspection and maintenance. However, conventional interpretation methods are often limited by noise sensitivity and a lack of structural awareness. This study presents a novel framework that enhances the detection of underground utilities, especially pipelines, by integrating shape-aware topological features derived from B-scan GPR images using Topolo Source: arxiv.org
Gravitational-wave data from advanced-era interferometric detectors consists of background Gaussian noise, frequent transient artefacts, and rare astrophysical signals. Multiple search algorithms exist to detect the signals from compact binary coalescences, but their varying performance complicates interpretation. We present a machine learning-driven approach that combines results from individual pipelines and utilises conformal prediction to provide robust, calibrated uncertainty quantification Source: arxiv.org
Infrared small target detection (ISTD) is widely used in civilian and military applications. However, ISTD encounters several challenges, including the tendency for small and dim targets to be obscured by complex backgrounds. To address this issue, we propose the Dynamic Attention Transformer Network (DATransNet), which aims to extract and preserve detailed information vital for small targets. DATransNet employs the Dynamic Attention Transformer (DATrans), simulating central difference convoluti Source: arxiv.org
Multimodal recommendation aims to recommend user-preferred candidates based on her/his historically interacted items and associated multimodal information. Previous studies commonly employ an embed-and-retrieve paradigm: learning user and item representations in the same embedding space, then retrieving similar candidate items for a user via embedding inner product. However, this paradigm suffers from inference cost, interaction modeling, and false-negative issues. Toward this end, we propose a Source: arxiv.org
Hillsborough County has selected Waga Energy to build, own, operate, and maintain a renewable natural gas (RNG) production unit at the Southeast County Landfill in Lithia, Florida. When in operation, . . . Source: globalrenewablenews.com
Zelestra, a global, multi-technology, customer-focused renewable energy company, has successfully reached financial signing for their first two solar projects in Italy, the 6.5 MWdc Ginosa plant in . . . Source: globalrenewablenews.com
PARIS, France US President Donald Trump announced a 25 percent tariff on any country doing business with Iran, ramping up pressure as a rights group estimated a crackdown on protests has killed at least 648 people. Source: www.manilatimes.net
WILDWOOD, Mo., Jan. 12, 2026 (GLOBE NEWSWIRE) -- A previously issued press release titled 'Blu Onx Led by Kylie Brown Announces Strong Year-End Momentum in Residential Land Development was published with an incorrect source attribution. The release was submitted through a third-party communications account and should have been issued directly under Blu Onx. This correction serves to clarify that Distrochannels LLC is not the issuing company and has no ownership, operational role, or affiliati Source: www.manilatimes.net
Elevate your workflow with the Hellclaw Stylized Fantasy Monster (Rigged + Animation) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store. Source: assetstore.unity.com
The EU Chat Control proposal could push surveillance into robots, expanding attack surfaces and weakening security in care and education. Source: www.helpnetsecurity.com
Tugboats intended to support operations at the UK’s nuclear submarine base at Faslane may be built in China under a major base services replacement programme. Source: ukdefencejournal.org.uk
Violence has escalated dramatically in Iran as the death toll from mass protests has surged to at least 544, according to activist organisations, with thousands... Source: www.dimsumdaily.hk
The high-dimensional complex nature of detectors makes fast calorimeter simulations a prime application for modern generative machine learning. Vision transformers (ViTs) can emulate the Geant4 response with unmatched accuracy and are not limited to regular geometries. Starting from the CaloDREAM architecture, we demonstrate the robustness and scalability of ViTs on regular and irregular geometries, and multiple detectors. Our results show that ViTs generate electromagnetic and hadronic showers Source: arxiv.org
We reveal that transformers trained in an autoregressive manner naturally encode time-delayed causal structures in their learned representations. When predicting future values in multivariate time series, the gradient sensitivities of transformer outputs with respect to past inputs directly recover the underlying causal graph, without any explicit causal objectives or structural constraints. We prove this connection theoretically under standard identifiability conditions and develop a practical Source: arxiv.org
Indian shares are down in negative territory Monday morning, extending losses to a sixth straight session, as worries about geopolitical tensions and U.S. tarif... Source: www.rttnews.com
Trump says Iran’s leadership wants negotiations as anti-government protests continue, while Tehran pushes back and opposition figures call for broader support. Source: dailytimes.com.pk
Some Chinese scholars say a stable relationship does not necessarily mean a friendly one. Yet, most agree Australia is viewing ties with China more pragmatically. Source: theconversation.com
GCC offices are transitioning into dynamic, activity-based ecosystems designed to enhance talent experience and performance Source: analyticsindiamag.com
President Prabowo Subianto convened several ministers to a meeting on Sunday to finalize plans for national industrial transformation, with a focus on ... Source: en.antaranews.com
Independent journalist, Joshua De Freitas Hern ndez has warned that the geopolitical shake-up following the United States’ removal of Venezuelan leader Nicol s Maduro is unlikely to yield any climate benefits. Source: kaieteurnewsonline.com
DUBAI, United Arab Emirates A crackdown on nationwide protests in Iran has killed at least 544 people and even more are feared dead, activists sa... Source: www.koreatimes.co.kr
Choice Insituttional Equities, Nuvama Research and Motilal Oswal Financial Services expect a dip of around 60-80 bps owing to the 2 month impact of wage hikes and continuing redundancy costs Source: www.thehindubusinessline.com
Operation Absolute Resolve was like the US Dream Team of Basketball Domination. It was like Shaq and Jordan in their prime versus a High School Squad. It was Source: www.nextbigfuture.com
US News: Several supporters of Iran’s exiled Crown Prince Reza Pahlavi were injured on Sunday after a U-Haul truck drove into a crowd during a protest in Los A. Source: timesofindia.indiatimes.com
Several biotech and healthcare names posted notable gains in after-hours trading on Friday, with investors showing renewed interest in companies tied to drug de... Source: www.rttnews.com
As TCS and HCL Tech report Q3 results, investor focus shifts from numbers to AI's impact. While traditional IT services face headwinds, AI adoption is expected to drive significant growth and business-accretive deals, potentially revitalizing the sector's trajectory through 2026 and beyond. Source: economictimes.indiatimes.com
President Donald Trump warned Sunday that Iran is starting to cross U.S. red lines, citing reports of civilian deaths amid intensifying nationwide protests and signaling that the United States is weighing what he called very strong options in response. Speaking to reporters aboard Air Force One while returning from Palm Beach, Florida, to Washington, Trump [ ] Source: www.theyeshivaworld.com
Federal Reserve Chair Jay Powell is facing an unprecedented criminal investigation by the U.S. Department of Justice concerning his congressional testimony Source: stockmarketwatch.com
Iran is facing its deadliest unrest in years as protests over economic hardship evolve into a nationwide challenge to the political system. Rights groups warn hundreds may have been killed, internet blackouts persist, and global leaders urge restraint. Source: www.dnaindia.com
Elevate your workflow with the M1917 Light Tank asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store. Source: assetstore.unity.com
In a desperate attempt to control the narrative and conceal alleged human rights abuses, the Iranian regime has activated what cybersecurity experts call an Source: commstrader.com
Middle East News: Iran has been hit with a near total nationwide internet blackout amid widespread anti government protests, with independent monitors reporting connect. Source: timesofindia.indiatimes.com
A short while later, the Iranian Embassy posted a picture to X, showing the current flag returned to its place on the balcony, captioned, Iran's flag is flying high. Source: www.jpost.com
News News: You are not ready for what's to come this week. This week is set to release a pulse-pounding thriller that’s all edge-of-your-seat suspense and Idris . Source: timesofindia.indiatimes.com
Reports on Sunday indicated that the US was drawing up plans for potential military action after President Donald Trump's threats of an intervention, with a former US army colonel and military analyst claiming that there are signs of a massive military build-up in the Middle-East. Source: www.livemint.com
With at least 72 killed and 2,300 detained, Iran's protests have gone global, even as US President Donald Trump weighed military options and Tehran threatens demonstrators with death penalty charges. Source: www.indiatoday.in
Goa Chief Minister Pramod Sawant met Union Finance Minister Nirmala Sitharaman. He requested a fairer funding model for central schemes. This is to address Goa's coastal issues, Western Ghats ecology, and tourism role. The state also seeks support for infrastructure, welfare, and clean energy. These discussions aim to align Goa's development with national goals. Source: economictimes.indiatimes.com
How many of you have people with disabilities as your colleague at the workplace? The answer would mostly be 'no'. Corporate India has been overlooking a huge pool of talent. Many companies don’t realise what they are missing and the questions of PwD inclusion in corporates needs deeper understanding. Source: www.indiatoday.in
MANILA, Philippines Parts of Metro Manila, Bulacan, Cavite, Laguna and Rizal will have power interruptions this week because of maintenance works, Meralco said on Sunday. Source: www.manilatimes.net
Anti-government chants filled the streets of Iran's capital on Saturday night, as protesters pressed the biggest movement against the Islamic republic's rulers in more than three years. Source: www.abc.net.au
New research suggests the brain may stay active moments after the heart stops, triggering life recall and calm sensations that many describe as seeing loved ones or white, light experiences before death. Source: www.indiatoday.in
Iran protests spread to 180 cities as authorities allegedly use lethal force against demonstrators, with Human Rights Activists in Iran reporting 65 killed and 2,300 arrested. Source: www.foxnews.com
Iran medics: hospitals overwhelmed with dead and injured protesters. There were direct shots to the heads of the young people, to their hearts as well. There wasn’t enough space in the morgue, so bodies were stacked one on top of another. Source: gellerreport.com
Meta partners with Vistra, Oklo, and TerraPower for nuclear energy amid AI race against China, becoming one of the largest corporate nuclear power buyers. Source: www.foxbusiness.com
Thank you, President Trump. Help the Iranian people achieve freedom. This could be the last and best opportunity to bring down the brutal Ayatollah regime, that has wreaked havoc across the Middle East and beyond. Iran becoming an American ally would be a huge win for America, as well as a massive defeat for China, Russia, et al. Source: gellerreport.com
Reports say Iran’s forces are using lethal fire on protesters nationwide, with at least 2,000 killed in the last 48 hours, amid a near-total internet blackout. Source: www.israelnationalnews.com
India is set to participate in a key US-organized meet on critical minerals, with Minister Ashwini Vaishnaw likely to represent the nation. This engagement signals a broader US effort to diversify supply chains away from China's dominance. India will also join the US-led Pax Silica initiative ahead of its AI summit. Source: economictimes.indiatimes.com
A high level overview of the elements composing our Design System and a brief history of how we got from an idea to full adoption. Source: engineering.zalando.com
PARIS, France Iranians took to the streets in new protests Friday to press the biggest movement against the Islamic republic in more than three years, as authorities sustained an internet blackout as part of a crackdown that has left dozens dead. Source: www.manilatimes.net
When I’m allowed to let off a little steam the sweep of things I’d like to see less of, and the few I wouldn’t mind seeing more Source: www.irishtimes.com
DUBAI, United Arab Emirates Protests in Iran raged Friday night in the Islamic Republic, online videos purported to show, despite a threat from t... Source: www.koreatimes.co.kr
US Treasury Secretary Bessent invites Australia and India to a G7 meeting on critical minerals supply chain concerns. Source: www.thehindubusinessline.com
Alo appointed former Dior, Miu Miu executive Benedetta Petruzzo to the new role of international CEO, joining the brand’s cofounders, co-CEOs Danny Harris, Marco DeGeorge. Source: wwd.com
By 2026, the mining industry, particularly in the context of rare earths, will have evolved from a basic extraction sector into a strategic pillar of national security. Source: www.insidermonkey.com
Often referred to as the Doomsday Plane, the E-6B is a cornerstone of the US Navy’s Take Charge and Move Out (TACAMO) mission. Source: interestingengineering.com
Oil prices saw a significant jump on Friday. Growing concerns over supply disruptions in Iran due to intensifying protests are impacting the market. Escalating attacks in Russia's war in Ukraine are also contributing to these worries. Despite these factors, global oil inventories are rising, potentially capping further price increases. Market focus is now on Venezuelan oil export deals. Source: economictimes.indiatimes.com
India anticipates a record supply of office space in 2026 and 2027. Developers are completing new buildings after a pause. Major cities like Bengaluru, Delhi-NCR, and Hyderabad will see most of this new Grade-A supply. This influx is expected to meet strong demand, offering more choices to businesses. Rental growth will likely remain stable, with prime locations seeing slight increases. Source: economictimes.indiatimes.com
Chief Minister Chandrababu Naidu has criticised the previous YSR Congress government for spending Rs 660 crore on engraving YS Jagan Mohan Reddy’s photo on survey stones instead of investing in essential infrastructure. Source: www.indiatoday.in
Planned maintenance by the City of Cape Town will result in a nine-hour water outage in some areas on Thursday, 15 January. Source: www.thesouthafrican.com
Sebi has approved five IPOs across sectors including digital lending, alcoholic beverages, textiles and precision engineering. Major issuers include Kissht, Alcobrew Distilleries, Aastha Spintex, Indo MIM and Kusumgar, signalling a strong and diverse primary market pipeline. Source: economictimes.indiatimes.com
India's data centre sector is poised for massive growth, with capacity additions doubling in 2025 and expected to triple by 2030, according to a report by Savills India. Key insights reveal rising demand, leading markets, and future trends. Source: cio.economictimes.indiatimes.com
Power Systems West (PSW), a leading provider of powergeneration systems and aftermarket support across the Western United States, today announced the acquisition of Tacoma Diesel & Equipment, effective December 31, 2025. Source: www.manilatimes.net
Recently raised 50 million with BVF Partners, Deerfield Management, founding investor Flagship Pioneering and a leading biotech mutual fund in a transaction that will close January 13th, 2026 Source: www.manilatimes.net
Fires in the Otway National Park are moving towards the town border of Colac, as firefighters continue to battle blazes across the state. Source: www.abc.net.au
Middle East News: Iran on Friday approached the United Nations Security Council, blaming the United States for what it described as the transformation of peaceful pro. Source: timesofindia.indiatimes.com
Enterprise AI stack explained: LLMs, PT-SLMs, GSCP-15, prompt & context engineering. Learn how to build governed, reliable, and scalable AI infrastructure. Source: www.c-sharpcorner.com
WC Docket No. 18-89, ET Docket No. 21-232, EA Docket No. 21-233 The Federal Communications Commission’s (FCC or Commission) Public Safety and Homeland Security Bureau (PSHSB) maintains a list of eq Source: www.suasnews.com
You are watching a revolution unfold in real time while the world’s legacy media stays silent. This is mass courage on a historic scale. Despite bullets, blackouts, and bloodshed, Iranians are flooding the streets demanding freedom. Source: gellerreport.com
Supercharge Your ZUBoard: Unleasing Unprecedented Performance with the Hailo-8 AI Accelerator. By Mario Bergeron and gianluca filippini. Source: www.hackster.io
BHEL shares rise nearly 5 as brokerages evaluate easing restrictions on Chinese firms in Indian government contracts. Source: www.thehindubusinessline.com
the Arctic’s climate is changing more rapidly than anywhere on Earth, further increasing the already substantial economic and personal risk Source: www.juancole.com
Kourtney Kardashian Barker's Lemme launch pipeline has been particularly active, releasing colostrum supplements in November and a fat burning gummy in December. Source: wwd.com
Explore the key drivers behind the branded residence boom, led by luxury fashion brands like Fendi, Armani, and Versace, shaping high-end living. Source: wwd.com
Transformers have revolutionized performance in Natural Language Processing and Vision, paving the way for their integration with Graph Neural Networks (GNNs). One key challenge in enhancing graph transformers is strengthening the discriminative power of distinguishing isomorphisms of graphs, which plays a crucial role in boosting their predictive performances. To address this challenge, we introduce 'Topology-Informed Graph Transformer (TIGT)', a novel transformer enhancing both discriminative Source: arxiv.org
Type 1 diabetes (T1D) is a highly metabolically heterogeneous disease that cannot be adequately characterized by conventional biomarkers such as glycated hemoglobin (HbA1c). This study proposes an explainable deep learning framework that integrates continuous glucose monitoring (CGM) data with laboratory profiles to learn multimodal temporal embeddings of individual metabolic status. Temporal dependencies across modalities are modeled using a transformer encoder, while latent metabolic phenotype Source: arxiv.org
We present a materials generation framework that couples a symmetry-conditioned variational autoencoder (CVAE) with a differentiable SO(3) power spectrum objective to steer candidates toward a specified local environment under the crystallographic constraints. In particular, we implement a fully differentiable pipeline that performs batch-wise optimization on both direct and latent crystallographic representations. Using the GPU acceleration, the implementation achieves about fivefold speed comp Source: arxiv.org
Recent advancements in Single-Image Super-Resolution (SISR) using deep learning have significantly improved image restoration quality. However, the high computational cost of processing high-resolution images due to the large number of parameters in classical models, along with the scalability challenges of quantum algorithms for image processing, remains a major obstacle. In this paper, we propose the Quantum Image Enhancement Transformer for Super-Resolution (QUIET-SR), a hybrid framework that Source: arxiv.org
Single image reflection separation aims to separate the transmission and reflection layers from a mixed image. Existing methods typically combine general priors from pre-trained models with task-specific priors such as text prompts and reflection detection. However, the transmission prior, as the most direct task-specific prior for the target transmission layer, has not been effectively modeled or fully utilized, limiting performance in complex scenarios. To address this issue, we propose a dual Source: arxiv.org
MIT researchers are working on AI tools to optimize the power grid, which could improve efficiency, increase resilience to extreme weather, and enable the integration of more renewable energy. Source: news.mit.edu
Conventional optimization-based metering depends on strict adherence to precomputed schedules, which limits the flexibility required for the stochastic operations of Advanced Air Mobility (AAM). In contrast, multi-agent reinforcement learning (MARL) offers a decentralized, adaptive framework that can better handle uncertainty, required for safe aircraft separation assurance. Despite this advantage, current MARL approaches often overfit to specific airspace structures, limiting their adaptability Source: arxiv.org
SolaREIT , a leading solar and battery storage real estate investment company, today (Jan 8) announced the addition of two highly accomplished renewable energy professionals to its leadership tea. . . Source: globalrenewablenews.com
This paper studies forward-looking stock-stock correlation forecasting for S &P 500 constituents and evaluates whether learned correlation forecasts can improve graph-based clustering used in basket trading strategies. We cast 10-day ahead correlation prediction in Fisher-z space and train a Temporal-Heterogeneous Graph Neural Network (THGNN) to predict residual deviations from a rolling historical baseline. The architecture combines a Transformer-based temporal encoder, which captures non-stati Source: arxiv.org
Authorities have struggled to contain the protests after 12 days, and top officials have given conflicting messages about how to deal with the unrest. Source: www.nbcnews.com
The Insights IAS Secure Initiative for UPSC Mains Answer Writing practice enables you to practice daily answer writing, enhancing your skills Source: www.insightsonindia.com
Russia also struck critical infrastructure in the western city of Lviv using an unidentified ballistic missile, said Mayor Andriy Sadoviy. Source: www.deccanchronicle.com
Who is Reza Pahalavi: Tens of thousands of Iranians heeded exiled Crown Prince Reza Pahlavi's call to protest the clerical leadership, filling streets nationwide. These demonstrations, driven by economic hardship, mark a new phase testing public support for figures once distant from everyday Iranians, as security forces respond with force. Source: economictimes.indiatimes.com
Topic: Challenges to Cyber Security Q6. Examine the major cyber threats facing India, including cyber terrorism and cyber warfare. Analyse the challenges in attribution and deterrence. Outline measures to enhance national cyber security. (15 M) Difficulty Level: Medium Reference: InsightsIAS Why the question Escalating cyber incidents affecting critical infrastructure, governance systems, and economic networks have Continue reading Examine the major cyber threats facing India, including cyb Source: www.insightsonindia.com
Indian shares were moving in a narrow range on Friday after four straight days of losses on the back of geopolitical tensions and tariff-related concerns. The ... Source: www.rttnews.com
The Government has allocated J 100 million under the GO Road Rehabilitation Programme for works on critical sections of the roadway linking Anchovy, St James, t... Source: jamaica-gleaner.com
WASHINGTON (AP) Republicans will consider a rare rebuke of President Donald Trump with House votes Thursday to override his vetoes of two low-profile bills that were considered noncontroversial when... Source: www.winnipegfreepress.com
Adapture Renewables, Inc. (Adapture), a utility-scale solar and energy storage developer, owner, and operator, today (Jan 7) announced the closing of 233 million in tax equity financing commitm. . . Source: globalrenewablenews.com
This work introduces an end-to-end framework for multi-asset option pricing that combines market-consistent risk-neutral density recovery with quantum-accelerated numerical integration. We first calibrate arbitrage-free marginal distributions from European option quotes using the Normal Inverse Gaussian (NIG) model, leveraging its analytical tractability and ability to capture skewness and fat tails. Marginals are coupled via a Gaussian copula to construct joint distributions. To address the com Source: arxiv.org
Metagenomic disease prediction commonly relies on species abundance tables derived from large, incomplete reference catalogs, constraining resolution and discarding valuable information contained in DNA reads. To overcome these limitations, we introduce MetagenBERT, a Transformer based framework that produces end to end metagenome embeddings directly from raw DNA sequences, without taxonomic or functional annotations. Reads are embedded using foundational genomic language models (DNABERT2 and th Source: arxiv.org
The deployment of transformer-based models on resource-constrained edge devices represents a critical challenge in enabling real-time artificial intelligence applications. This comprehensive survey examines lightweight transformer architectures specifically designed for edge deployment, analyzing recent advances in model compression, quantization, pruning, and knowledge distillation techniques. We systematically review prominent lightweight variants including MobileBERT, TinyBERT, DistilBERT, Ef Source: arxiv.org
Terra-Gen, one of the largest independent, integrated renewable energy producers in the United States, jointly owned by Masdar and Igneo Infrastructure Partners, announced today (Jan 7) the Loc. . . Source: globalrenewablenews.com
In a dramatic development that has sent shockwaves through diplomatic circles, dozens of Yemeni separatist officials who traveled to Saudi Arabia for Source: commstrader.com
Trump's withdrawal from the UN FCCC undermines global climate governance, affecting finance, emissions accountability, and international cooperation. Source: www.thehindu.com
SOUTH SAN FRANCISCO, Calif., Jan. 07, 2026 (GLOBE NEWSWIRE) -- Alumis Inc. (Nasdaq: ALMS), a clinical-stage biopharmaceutical company developing next-generation targeted therapies for patients with immune-mediated diseases, today announced the pricing of an upsized underwritten public offering of 17,650,000 shares of its common stock at a price to the public of 17.00 per share. The gross proceeds to Alumis from the offering, before deducting underwriting discounts and commissions and offering e Source: www.manilatimes.net
Major US banks are set to post stronger fourth-quarter earnings as a revival in dealmaking, resilient trading activity and improving capital markets lift revenues. Analysts expect investment banking and markets businesses to drive results amid steady loan growth and supportive economic conditions. Source: economictimes.indiatimes.com
NAGPUR: A contamination scare surfaced in Dhalgaon Khairi village of Saoner taluka, around 45km off Nagpur, where at least 10 residents fell ill due t. Source: timesofindia.indiatimes.com
Market focus shifts to earnings visibility and sector leadership after a volatile period. Shreyash Devalkar of Axis Mutual Fund sees selective opportunities in autos, financials, power, and consumer sectors as growth stabilizes and domestic demand gains traction. He emphasizes stock selection and a long-term vision for wealth creation. Source: economictimes.indiatimes.com
Luchen Technology released a Serverless fine-tuning SDK, dramatically lowering the cost and complexity of AI model training. It claims a full reinforcement learning pipeline can run for as low as USD 1.19. Source: pandaily.com
Noida Water Contamination Case: Dozens of Greater Noida residents, including children, have fallen ill with symptoms like vomiting and diarrhea after sewage reportedly mixed with the drinking water supply in Sector Delta 1. Authorities have repaired a damaged pipeline and distributed medicines, while water samples are being tested amid fears of a repeat of the Indore water contamination incident. Source: economictimes.indiatimes.com
8th January 2026 (Hong Kong) Three Chinese technology companies made a strong debut on Thursday, collectively raising HK 9.3 billion, which sets a promising... Source: www.dimsumdaily.hk
Some 3.3 million people, more than one-fifth of the workforce, are either unemployed or underemployed, 431,000 more than a year ago. Source: www.wsws.org
Akshay Kumar's long-awaited horror-comedy film 'Bhoot Bangla' has a new release date! Catch it in cinemas nationwide on May 15, 2026. Find out more about the film's cast, plot, and shooting locations in our latest article. Source: timesofindia.indiatimes.com
Stay up-to-date with the Power Grid Stock Liveblog, your comprehensive source for real-time updates and detailed analysis on a prominent stock. Explore the latest information on Power Grid, including: Last traded price 262.3, Market capitalization: 245117.41, Volume: 2218758, Price-to-earnings ratio 16.15, Earnings per share 16.34. Our liveblog provides a comprehensive overview of Power Grid by integrating fundamental and technical indicators. Stay informed about breaking news that can impact Po Source: economictimes.indiatimes.com
Under the new bipartisan spending plan approved by the United States Congress, Nasa would receive about 24.4 billion for fiscal year 2026. Source: www.indiatoday.in
Digital AI systems spanning large language models, vision models, and generative architectures that operate primarily in symbolic, linguistic, or pixel domains. They have achieved striking progress, but almost all of this progress lives in virtual spaces. These systems transform embeddings and tokens, yet do not themselves touch the world and rarely admit a physical interpretation. In this work we propose a physical transformer that couples modern transformer style computation with geometric rep Source: arxiv.org
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