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Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit Reshaping
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Small Target Detection Based on Mask-Enhanced Attention Fusion of Visible and Infrared Remote Sensing Images
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MindfulAgents: Personalizing Mindfulness Meditation via an Expert-Aligned Multi-Agent System
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HIERAMP: Coarse-to-Fine Autoregressive Amplification for Generative Dataset Distillation
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Extracting and analyzing 3D histomorphometric features related to perineural and lymphovascular invasion in prostate cancer
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Swimba: Switch Mamba Model Scales State Space Models
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Physics-Consistent Neural Networks for Learning Deformation and Director Fields in Microstructured Media with Loss-Based Validation Criteria
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Deep Research, Shallow Evaluation: A Case Study in Meta-Evaluation for Long-Form QA Benchmarks
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Joint MDPs and Reinforcement Learning in Coupled-Dynamics Environments
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How Private Are DNA Embeddings? Inverting Foundation Model Representations of Genomic Sequences
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Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
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Solving an Open Problem in Theoretical Physics using AI-Assisted Discovery
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Diagnosing FP4 inference: a layer-wise and block-wise sensitivity analysis of NVFP4 and MXFP4
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KARL: Knowledge Agents via Reinforcement Learning
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SPyCer: Semi-Supervised Physics-Guided Contextual Attention for Near-Surface Air Temperature Estimation from Satellite Imagery
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Learning Optimal Distributionally Robust Individualized Treatment Rules Integrating Multi-Source Data
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AI+HW 2035: Shaping the Next Decade
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Learning Optimal Individualized Decision Rules with Conditional Demographic Parity
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The Geometric Inductive Bias of Grokking: Bypassing Phase Transitions via Architectural Topology
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Not All Trust is the Same: Effects of Decision Workflow and Explanations in Human-AI Decision Making
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Digital Twin Driven Textile Classification and Foreign Object Recognition in Automated Sorting Systems
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CBR-to-SQL: Rethinking Retrieval-based Text-to-SQL using Case-based Reasoning in the Healthcare Domain
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Boosting ASR Robustness via Test-Time Reinforcement Learning with Audio-Text Semantic Rewards
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On the Generalization Capacities of MLLMs for Spatial Intelligence
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SlideSparse: Fast and Flexible (2N-2):2N Structured Sparsity
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Recursive Inference Machines for Neural Reasoning
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Reclaiming Lost Text Layers for Source-Free Cross-Domain Few-Shot Learning
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GCAgent: Enhancing Group Chat Communication through Dialogue Agents System
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ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-Supervised Masked Autoencoders
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CATNet: Collaborative Alignment and Transformation Network for Cooperative Perception
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Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling Curriculum
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VietJobs: A Vietnamese Job Advertisement Dataset
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A Behaviour-Aware Federated Forecasting Framework for Distributed Stand-Alone Wind Turbines
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Beyond Word Error Rate: Auditing the Diversity Tax in Speech Recognition through Dataset Cartography
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Visual-Informed Speech Enhancement Using Attention-Based Beamforming
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Oral to Web: Digitizing 'Zero Resource'Languages of Bangladesh
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SarcasmMiner: A Dual-Track Post-Training Framework for Robust Audio-Visual Sarcasm Reasoning
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Whispering to a Blackbox: Bootstrapping Frozen OCR with Visual Prompts
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Layer by layer, module by module: Choose both for optimal OOD probing of ViT
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Bayesian Supervised Causal Clustering
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X-RAY: Mapping LLM Reasoning Capability via Formalized and Calibrated Probes
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Knowledge Divergence and the Value of Debate for Scalable Oversight
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STRUCTUREDAGENT: Planning with AND/OR Trees for Long-Horizon Web Tasks
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WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces
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Latent Policy Steering through One-Step Flow Policies
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WavSLM: Single-Stream Speech Language Modeling via WavLM Distillation
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UniSTOK: Uniform Inductive Spatio-Temporal Kriging
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Fusion4CA: Boosting 3D Object Detection via Comprehensive Image Exploitation
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Med-V1: Small Language Models for Zero-shot and Scalable Biomedical Evidence Attribution
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Latent-Mark: An Audio Watermark Robust to Neural Resynthesis
