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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
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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
