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Joint MDPs and Reinforcement Learning in Coupled-Dynamics EnvironmentsPurdue University
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How Private Are DNA Embeddings? Inverting Foundation Model Representations of Genomic SequencesUniversity of Tübingen
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Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
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Solving an Open Problem in Theoretical Physics using AI-Assisted Discovery
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Diagnosing FP4 inference: a layer-wise and block-wise sensitivity analysis of NVFP4 and MXFP4The Pennsylvania State University
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KARL: Knowledge Agents via Reinforcement Learning
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SPyCer: Semi-Supervised Physics-Guided Contextual Attention for Near-Surface Air Temperature Estimation from Satellite ImageryUniversity of Orléans
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Learning Optimal Distributionally Robust Individualized Treatment Rules Integrating Multi-Source DataCity University of Hong Kong, The Hong Kong Polytechnic University
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AI+HW 2035: Shaping the Next DecadeNVIDIA, Google, AMD, IBM, Together AI, OpenAI, SEMRON, EnCharge AI, SambaNova, SK Hynix, Oracle / Agentrys, Brown University, California Institute of Technology, Carnegie Mellon University, Hewlett Packard Labs, New York University, Princeton University, Stanford University, University at Buffalo, University of California, University of Illinois Urbana-Champaign, University of Pennsylvania, University of Texas
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Learning Optimal Individualized Decision Rules with Conditional Demographic ParityCity University of Hong Kong, The Hong Kong Polytechnic University, University of Michigan
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The Geometric Inductive Bias of Grokking: Bypassing Phase Transitions via Architectural Topology
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Not All Trust is the Same: Effects of Decision Workflow and Explanations in Human-AI Decision MakingUniversity of Bremen
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Digital Twin Driven Textile Classification and Foreign Object Recognition in Automated Sorting SystemsUniversity of Klagenfurt
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CBR-to-SQL: Rethinking Retrieval-based Text-to-SQL using Case-based Reasoning in the Healthcare DomainAalto University
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Boosting ASR Robustness via Test-Time Reinforcement Learning with Audio-Text Semantic RewardsHong Kong University of Science and Technology, Technical University of Munich
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On the Generalization Capacities of MLLMs for Spatial Intelligence
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SlideSparse: Fast and Flexible (2N-2):2N Structured SparsityHong Kong University of Science and Technology, Microsoft Research, Shanghai Jiao Tong University, South China University of Technology
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Recursive Inference Machines for Neural ReasoningGerman Research Center for Artificial Intelligence, Hessian.ai, Technical University of Darmstadt, University of Texas
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Reclaiming Lost Text Layers for Source-Free Cross-Domain Few-Shot LearningHuazhong University of Science and Technology, Peking University
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GCAgent: Enhancing Group Chat Communication through Dialogue Agents SystemUniversity of Science and Technology of China, Zhejiang University
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ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-Supervised Masked AutoencodersUniversity of Maryland, University of Pennsylvania
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CATNet: Collaborative Alignment and Transformation Network for Cooperative PerceptionTianjin University
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Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling CurriculumLingang Laboratory, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University
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VietJobs: A Vietnamese Job Advertisement DatasetVinUniversity
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A Behaviour-Aware Federated Forecasting Framework for Distributed Stand-Alone Wind TurbinesIT University of Copenhagen, Technical University of Denmark
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Beyond Word Error Rate: Auditing the Diversity Tax in Speech Recognition through Dataset CartographyTechnical University of Denmark, University of Copenhagen
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Visual-Informed Speech Enhancement Using Attention-Based BeamformingThe Institute of Electrical and Electronics Engineers
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Oral to Web: Digitizing 'Zero Resource'Languages of BangladeshJahangirnagar University
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SarcasmMiner: A Dual-Track Post-Training Framework for Robust Audio-Visual Sarcasm ReasoningUniversity of Groningen
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Whispering to a Blackbox: Bootstrapping Frozen OCR with Visual Prompts
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Layer by layer, module by module: Choose both for optimal OOD probing of ViTInstitut de recherche en informatique et systèmes aléatoires, National Institute for Research in Digital Science and Technology, Université Rennes 2
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Bayesian Supervised Causal ClusteringUniversity of Edinburgh
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X-RAY: Mapping LLM Reasoning Capability via Formalized and Calibrated ProbesNational University of Singapore
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Knowledge Divergence and the Value of Debate for Scalable OversightUniversity of Cambridge
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STRUCTUREDAGENT: Planning with AND/OR Trees for Long-Horizon Web Tasks
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WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces
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Latent Policy Steering through One-Step Flow Policies
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WavSLM: Single-Stream Speech Language Modeling via WavLM DistillationConcordia University, Université Laval
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UniSTOK: Uniform Inductive Spatio-Temporal KrigingCity University of Hong Kong, Renmin University of China
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Fusion4CA: Boosting 3D Object Detection via Comprehensive Image ExploitationShanghai Jiao Tong University
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Med-V1: Small Language Models for Zero-shot and Scalable Biomedical Evidence AttributionNational Institutes of Health, University of Virginia, Weill Cornell Medicine
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Latent-Mark: An Audio Watermark Robust to Neural ResynthesisMoonShine Studio / CyCraft AI Lab, National Taiwan University, RIKEN Center for Computational Science
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PersianPunc: A Large-Scale Dataset and BERT-Based Approach for Persian Punctuation RestorationInstitute for Research in Fundamental Sciences, University of Tehran
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Frequency-Aware Error-Bounded Caching for Accelerating Diffusion Transformers
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How important are the genes to explain the outcome - the asymmetric Shapley value as an honest importance metric for high-dimensional featuresAmsterdam University Medical Centers, Norwegian Computing Center
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GALACTIC: Global and Local Agnostic Counterfactuals for Time-series ClusteringAthena Research Center, Université Paris Cité, University of Ioannina
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Machine Learning for analysis of Multiple Sclerosis cross-tissue bulk and single-cell transcriptomics dataConsorzio Interuniversitario Nazionale per l’Informatica, University of Bologna, University of Pisa, University of Turin
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FairFinGAN: Fairness-aware Synthetic Financial Data GenerationBanking Academy of Vietnam, Hanoi University of Science and Technology, The University of Sheffield, Universität Koblenz
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Dark3R: Learning Structure from Motion in the DarkSony Group Corporation (AIBO) / Harvard University, Purdue University, University of Toronto, Vector Institute, York University
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Bayes with No Shame: Admissibility Geometries of Predictive InferenceUniversity of Chicago, University of South Florida
