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From Statistical Fidelity to Clinical Consistency: Scalable Generation and Auditing of Synthetic Patient TrajectoriesShahid Sadoughi University of Medical Sciences and Health Services, The University of Auckland, The University of New South Wales, University of Queenland
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Tutor Move Taxonomy: A Theory-Aligned Framework for Analyzing Instructional Moves in TutoringCornell University
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Balancing Domestic and Global Perspectives: Evaluating Dual-Calibration and LLM-Generated Nudges for Diverse News RecommendationNorthwestern University, University of Minnesota
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Visual Words Meet BM25: Sparse Auto-Encoder Visual Word Scoring for Image Retrieval
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Proof-of-Guardrail in AI Agents and What (Not) to Trust from It
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Spectral Probing of Feature Upsamplers in 2D-to-3D Scene ReconstructionHokkaido University, The University of Tokyo, Westlake University, Zhejiang University
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ProtAlign: Contrastive learning paradigm for Sequence and structure alignmentLawrence Livermore National Laboratory
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The Coordination Gap: Alternation Metrics for Temporal Dynamics in Multi-Agent Battle of the ExesUniversity of Macedonia
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UWPD: A General Paradigm for Invisible Watermark Detection Agnostic to Embedding AlgorithmsBeijing Jiaotong University
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Bi Directional Feedback Fusion for Activity Aware Forecasting of Indoor CO2 and PM2.5The Institute of Electrical and Electronics Engineers
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StreamWise: Serving Multi-Modal Generation in Real-Time at Scale
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Ambiguity Collapse by LLMs: A Taxonomy of Epistemic RisksCornell Tech, Harvard University, Northeastern University
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Sparse Crosscoders for diffing MoEs and Dense modelsUniversity of California, University of Maryland
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MoE Lens -- An Expert Is All You Need
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EventGeM: Global-to-Local Feature Matching for Event-Based Visual Place Recognition
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Training-free Latent Inter-Frame Pruning with Attention Recovery
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Margin and Consistency Supervision for Calibrated and Robust Vision Models
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RouteGoT: Node-Adaptive Routing for Cost-Efficient Graph of Thoughts Reasoning
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Regression Models Meet Foundation Models: A Hybrid-AI Approach to Practical Electricity Price Forecasting
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Self-Auditing Parameter-Efficient Fine-Tuning for Few-Shot 3D Medical Image Segmentation
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HART: Data-Driven Hallucination Attribution and Evidence-Based Tracing for Large Language Models
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Test-Time Adaptation via Many-Shot Prompting: Benefits, Limits, and Pitfalls
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Lexara: A User-Centered Toolkit for Evaluating Large Language Models for Conversational Visual Analytics
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Architectural Unification for Polarimetric Imaging Across Multiple Degradations
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Evaluating LLM Alignment With Human Trust Models
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Safe Transformer: An Explicit Safety Bit For Interpretable And Controllable AlignmentThe University of Tokyo
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Remote Sensing Image Classification Using Deep Ensemble LearningBRAC University Dhaka, Lappeenranta-Lahti University of Technology, North South University Dhaka, Oakland University, United International University, University of British Columbia
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Cog2Gen3D: Sculpturing 3D Semantic-Geometric Cognition for 3D GenerationHuazhong University of Science and Technology, Macquarie University, National University of Singapore
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Orion: Characterizing and Programming Apple's Neural Engine for LLM Training and Inference
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VS3R: Robust Full-frame Video Stabilization via Deep 3D ReconstructionHunan University
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Don't Freeze, Don't Crash: Extending the Safe Operating Range of Neural Navigation in Dense CrowdsPurdue University
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Evolving Medical Imaging Agents via Experience-driven Self-skill DiscoveryHokkaido University, Ricken, Southwest Jiaotong University, The University of Tokyo, Westlake University
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ReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning
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TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor AnalysisDAMO Academy
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PatchCue: Enhancing Vision-Language Model Reasoning with Patch-Based Visual Cues
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PolyBlocks: A Compiler Infrastructure for AI Chips and Programming Frameworks
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Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image SegmentationHarvard Medical School, New Jersey Institute of Technology, Northeastern University, University of California, University of Georgia
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Stochastic Event Prediction via Temporal Motif TransitionsUniversity at Buffalo
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Systematic Evaluation of Novel View Synthesis for Video Place RecognitionFordham University
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ROSE: Reordered SparseGPT for More Accurate One-Shot Large Language Models PruningWestlake University
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Confidence Before Answering: A Paradigm Shift for Efficient LLM Uncertainty Estimation
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CylinderSplat: 3D Gaussian Splatting with Cylindrical Triplanes for Panoramic Novel View SynthesisNanjing University of Science and Technology, ShanghaiTech University
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VerChol -- Grammar-First Tokenization for Agglutinative Languages
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Computational Pathology in the Era of Emerging Foundation and Agentic AI -- International Expert Perspectives on Clinical Integration and Translational ReadinessAntGroup / Carnegie Mellon University, Duke University, Emory University, Georgia Institute of Technology, Harvard Medical School, Harvard University, Oncode Institute, Qingdao City University, Shanghai Jiao Tong University, Sichuan University, Stanford University, Technische Universität Dresden, Tsinghua University, University of Chicago, University of Texas, University of Warwick
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HERO: Hierarchical Embedding-Refinement for Open-Vocabulary Temporal Sentence Grounding in VideosHangzhou Dianzi University, Tsinghua University
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Reconstruct! Don't Encode: Self-Supervised Representation Reconstruction Loss for High-Intelligibility and Low-Latency Streaming Neural Audio CodecJohns Hopkins University, University of Southern California
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PixARMesh: Autoregressive Mesh-Native Single-View Scene ReconstructionUniversity of California
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Lost in Stories: Consistency Bugs in Long Story Generation by LLMs
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Building an Ensemble LLM Semantic Tagger for UN Security Council Resolutions
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InnoAds-Composer: Efficient Condition Composition for E-Commerce Poster GenerationChongqing University of Posts and Telecommunications, Hong Kong University of Science and Technology, Zhejiang University
