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OptEMA: Adaptive Exponential Moving Average for Stochastic Optimization with Zero-Noise OptimalityShenzhen University of Advanced Technology
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On the Structural Failure of Chamfer Distance in 3D Shape OptimizationVanderbilt University
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Fine-grained Motion Retrieval via Joint-Angle Motion Images and Token-Patch Late InteractionAalto University, Fudan University, Georgia Institute of Technology
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Adaptive Clinical-Aware Latent Diffusion for Multimodal Brain Image Generation and Missing Modality ImputationLehigh University, Stanford University, Worcester Polytechnic Institute
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Unsupervised Domain Adaptation with Target-Only Margin Disparity DiscrepancyInstitut Polytechnique de Paris
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Generative Drifting is Secretly Score Matching: a Spectral and Variational PerspectiveInstitut Polytechnique de Paris
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Model Merging in the Era of Large Language Models: Methods, Applications, and Future Directions
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SignalMC-MED: A Multimodal Benchmark for Evaluating Biosignal Foundation Models on Single-Lead ECG and PPGNational Institute for Health and Care Research, Oxford Biomedical Research Centre, University of Oxford
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Towards Flexible Spectrum Access: Data-Driven Insights into Spectrum DemandCarleton University, Communications Research Centre
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PathMem: Toward Cognition-Aligned Memory Transformation for Pathology MLLMsHuazhong University of Science and Technology, Imperial College London, Nanyang Technological University, Shenzhen University, University of Science and Technology of China
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Code-Space Response Oracles: Generating Interpretable Multi-Agent Policies with Large Language Models
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No Image, No Problem: End-to-End Multi-Task Cardiac Analysis from Undersampled k-SpaceImperial College London, Technical University of Munich
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Denoising the US Census: Succinct Block Hierarchical Regression
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The Confidence Gate Theorem: When Should Ranked Decision Systems Abstain?Haske Labs
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When Learning Rates Go Wrong: Early Structural Signals in PPO Actor-Critic
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Leveraging whole slide difficulty in Multiple Instance Learning to improve prostate cancer gradingInstitut Polytechnique de Paris
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From Semantics to Pixels: Coarse-to-Fine Masked Autoencoders for Hierarchical Visual UnderstandingPeking University, Peng Cheng Laboratory, University of Chinese Academy of Sciences
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Think Before You Lie: How Reasoning Improves Honesty
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TinyNav: End-to-End TinyML for Real-Time Autonomous Navigation on MicrocontrollersQueen’s University
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BEACON: Language-Conditioned Navigation Affordance Prediction under OcclusionDelft University of Technology
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Emotional Modulation in Swarm Decision DynamicsUniversity of Las Palmas de Gran Canaria
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Understanding the Use of a Large Language Model-Powered Guide to Make Virtual Reality Accessible for Blind and Low Vision PeopleCornell University
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CREATE: Testing LLMs for Associative CreativityNew York University, University of Texas
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From Data Statistics to Feature Geometry: How Correlations Shape SuperpositionImperial College London
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Hardware Efficient Approximate Convolution with Tunable Error Tolerance for CNNsIndian Institute of Technology Guwahati
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Task Aware Modulation Using Representation Learning for Upsaling of Terrestrial Carbon FluxesUniversity of Minnesota
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CLIPO: Contrastive Learning in Policy Optimization Generalizes RLVR
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Lost in the Middle at Birth: An Exact Theory of Transformer Position Bias
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4DEquine: Disentangling Motion and Appearance for 4D Equine Reconstruction from Monocular VideoSouthern University of Science and Technology, The University of Hong Kong, Tsinghua University
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AR-VLA: True Autoregressive Action Expert for Vision-Language-Action ModelsKU Leuven, Sofia University
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HG-Lane: High-Fidelity Generation of Lane Scenes under Adverse Weather and Lighting Conditions without Re-annotationChinese Academy of Sciences, Henan University, Nanyang Technological University, University of Science and Technology of China
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The Prediction-Measurement Gap: Toward Meaning Representations as Scientific InstrumentsIDEAS Research Institute
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Unbalanced Optimal Transport Dictionary Learning for Unsupervised Hyperspectral Image ClusteringTufts University, University of California
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Agentic Control Center for Data Product Optimization
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The Generation-Recognition Asymmetry: Six Dimensions of a Fundamental Divide in Formal Language Theory
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Reason and Verify: A Framework for Faithful Retrieval-Augmented GenerationCentre de recherche informatique de Montréal, Concordia University
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Lost in Backpropagation: The LM Head is a Gradient BottleneckCornell University
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Social Knowledge for Cross-Domain User Preference ModelingBen-Gurion University of the Negev, University of Haifa
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A neural operator for predicting vibration frequency response curves from limited dataFlorida International University, New Mexico State University
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OA-NBV: Occlusion-Aware Next-Best-View Planning for Human-Centered Active Perception on Mobile RobotsJohns Hopkins University, University of South Florida
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Mashup Learning: Faster Finetuning by Remixing Past Checkpoints
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ReMix: Reinforcement routing for mixtures of LoRAs in LLM finetuning
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Compatibility at a Cost: Systematic Discovery and Exploitation of MCP Clause-Compliance VulnerabilitiesUniversity of Minnesota
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Calibration-Reasoning Framework for Descriptive Speech Quality Assessment
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Video-Based Reward Modeling for Computer-Use AgentsAmazon / Mohamed bin Zayed University of Artificial Intelligence, University of Southern California, University of Washington
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DT-BEHRT: Disease Trajectory-aware Transformer for Interpretable Patient Representation LearningUniversity of Florida, University of Kansas, University of South Florida
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Stability and Robustness via Regularization: Bandit Inference via Regularized Stochastic Mirror DescentIndian Statistical Institute, Rutgers University
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ARCHE: Autoregressive Residual Compression with Hyperprior and ExcitationIonian University, University of Patras
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MCP-in-SoS: Risk assessment framework for open-source MCP serversNew Mexico State University, University of Hartford
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Adaptive Activation Cancellation for Hallucination Mitigation in Large Language ModelsCalifornia Polytechnic State University, Dakota State University, North Carolina Agricultural and Technical State University, South Carolina State University, University of Idaho
