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Actor-Accelerated Policy Dual Averaging for Reinforcement Learning in Continuous Action SpacesGeorgia Institute of Technology
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Hybrid Hidden Markov Model for Modeling Equity Excess Growth Rate Dynamics: A Discrete-State Approach with Jump-DiffusionCornell University
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GPU-Accelerated Genetic Programming for Symbolic Regression with Beagle FrameworkMichigan State University, Noblis
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Flexible Cutoff Learning: Optimizing Machine Learning Potentials After TrainingFraunhofer Institute for Algorithms and Scientific Computing, University of Bonn
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Delta-K: Boosting Multi-Instance Generation via Cross-Attention AugmentationNanjing University, Sun Yat-sen University, Tianjin University
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ViDia2Std: A Parallel Corpus and Methods for Low-Resource Vietnamese Dialect-to-Standard TranslationUniversity of Information Technology, Vietnam National University
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FusionNet: a frame interpolation network for 4D heart modelsKyushu University, Okayama University, Orebro University
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Sabiá-4 Technical Report
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SDSR: A Spectral Divide-and-Conquer Approach for Species Tree ReconstructionTel Aviv University, The Hebrew University of Jerusalem, Weizmann Institute of Science
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An Automated Radiomics Framework for Postoperative Survival Prediction in Colorectal Liver Metastases using Preoperative MRICairo University, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University College London, University of Toronto
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Multilingual AI-Driven Password Strength Estimation with Similarity-Based DetectionUniversity of London
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A Diffusion Analysis of Policy Gradient for Stochastic Bandits
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Robotic Ultrasound Makes CBCT AliveMunich Center for Machine Learning, Technical University of Munich, The University of Hong Kong
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Unifying Logical and Physical Layout Representations via Heterogeneous Graphs for Circuit Congestion PredictionUniversity of Texas
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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
