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Rethinking the Harmonic Loss via Non-Euclidean Distance LayersAGH University of Kraków, American University, University of Edinburgh, University of Vermont, Xinjiang University
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DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use
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A Trust-Region Interior-Point Stochastic Sequential Quadratic Programming MethodGeorgia Tech, University of California
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OilSAM2: Memory-Augmented SAM2 for Scalable SAR Oil Spill DetectionChina University of Petroleum-Beijing, University of Exeter
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S-GRADES -- Studying Generalization of Student Response Assessments in Diverse Evaluative SettingsUniversity of North Texas
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Why Does It Look There? Structured Explanations for Image ClassificationTulane University
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One Adapter for All: Towards Unified Representation in Step-Imbalanced Class-Incremental LearningIndiana University, University of Michigan
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Learning from Radio using Variational Quantum RF SensingEindhoven University of Technology
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CR-Bench: Evaluating the Real-World Utility of AI Code Review Agents
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GR-SAP: Generative Replay for Safety Alignment Preservation during Fine-TuningRice University, Stony Brook University
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Intrinsic Numerical Robustness and Fault Tolerance in a Neuromorphic Algorithm for Scientific ComputingSandia National Laboratories
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DUCTILE: Agentic LLM Orchestration of Engineering Analysis in Product Development PracticeChalmers University of Technology
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SiMPO: Measure Matching for Online Diffusion Reinforcement LearningGeorgia Institute of Technology, Harvard University
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Bayesian Hierarchical Models and the Maximum Entropy PrincipleThe University of Auckland
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Joint Imaging-ROI Representation Learning via Cross-View Contrastive Alignment for Brain Disorder ClassificationLehigh University
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Improving TabPFN's Synthetic Data Generation by Integrating Causal StructureUniversity of Amsterdam, University of Trieste
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ID-LoRA: Identity-Driven Audio-Video Personalization with In-Context LoRATel Aviv University
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Discovery of a Hematopoietic Manifold in scGPT Yields a Method for Extracting Performant Algorithms from Biological Foundation Model InternalsUniversity of Tübingen
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From Prior to Pro: Efficient Skill Mastery via Distribution Contractive RL FinetuningStanford University
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A Robust Deep Learning Framework for Bangla License Plate Recognition Using YOLO and Vision-Language OCRIslamic University of Technology, University Of Engineering And Technology Dhaka
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Estimating condition number with Graph Neural NetworksCharles University, Sorbonne Université
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Robust Post-Training for Generative Recommenders: Why Exponential Reward-Weighted SFT Outperforms RLHF
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Quality-Driven Agentic Reasoning for LLM-Assisted Software Design: Questions-of-Thoughts (QoT) as a Time-Series Self-QA ChainNational Taiwan Normal University
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Taming Score-Based Denoisers in ADMM: A Convergent Plug-and-Play FrameworkOregon State University
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GSVD for Geometry-Grounded Dataset Comparison: An Alignment Angle Is All You NeedUniversidade Federal do Rio de Janeiro
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Two Teachers Better Than One: Hardware-Physics Co-Guided Distributed Scientific Machine LearningGeorge Mason University, University of North Carolina at Chapel Hill
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SCALAR: Learning and Composing Skills through LLM Guided Symbolic Planning and Deep RL GroundingCarnegie Mellon University, Virginia Tech
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WS-Net: Weak-Signal Representation Learning and Gated Abundance Reconstruction for Hyperspectral Unmixing via State-Space and Weak Signal Attention FusionCommonwealth Scientific and Industrial Research Organisation, Griffith University, La Trobe University
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The Epistemic Support-Point Filter: Jaynesian Maximum Entropy Meets Popperian FalsificationBlack Swan Research Group, University of Texas
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Time, Identity and Consciousness in Language Model AgentsAustralian National University, University of Technology Sydney
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FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource IsolationShanghai Jiao Tong University
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EPOCH: An Agentic Protocol for Multi-Round System Optimization
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From Days to Minutes: An Autonomous AI Agent Achieves Reliable Clinical Triage in Remote Patient MonitoringStanford University, Washington University
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Sim2Act: Robust Simulation-to-Decision Learning via Adversarial Calibration and Group-Relative PerturbationArizona State University, Clemson University, Drexel University, NEC Laboratories America, Royal Melbourne Institute of Technology, University of Kansas
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Spectral-Structured Diffusion for Single-Image Rain RemovalStony Brook University
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Streaming Autoregressive Video Generation via Diagonal DistillationJohns Hopkins University, South China University of Technology, The Chinese University of Hong Kong, University of California, Westlake University
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Reviving ConvNeXt for Efficient Convolutional Diffusion ModelsSwiss Federal Institute of Technology in Zurich, University of Pisa
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Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable RewardsUniversity of Chinese Academy of Sciences
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TiPToP: A Modular Open-Vocabulary Planning System for Robotic ManipulationMIT Computer Science and Artificial Intelligence Laboratory, University of Pennsylvania
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ReCoSplat: Autoregressive Feed-Forward Gaussian Splatting Using Render-and-CompareNVIDIA / Hong Kong University of Science and Technology, Shanghai Jiao Tong University, Swiss Federal Institute of Technology in Zurich, University of California, Merced
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Towards a Neural Debugger for Python
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ZeroWBC: Learning Natural Visuomotor Humanoid Control Directly from Human Egocentric VideoTeleAI / Northwestern Polytechnical University, Shanghai Jiao Tong University, Tsinghua University, University of Science and Technology of China
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On the Width Scaling of Neural Optimizers Under Matrix Operator Norms I: Row/Column Normalization and Hyperparameter TransferNorthwestern University, University of British Columbia, University of Chicago
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Reinforced Generation of Combinatorial Structures: Ramsey Numbers
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Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs
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MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data
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OpenClaw-RL: Train Any Agent Simply by TalkingPrinceton University
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InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and EditingFudan University, Nanjing University, Shanghai AI Lab, Shanghai Jiao Tong University, South China University of Technology, The Chinese University of Hong Kong Multimedia Laboratory, Tsinghua University, University of Science and Technology of China, Xiamen University
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Reward Prediction with Factorized World StatesEast China Normal University, Hong Kong University of Science and Technology
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Hybrid Quantum-Classical Encoding for Accurate Residue-Level pKa Prediction
