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OSExpert: Computer-Use Agents Learning Professional Skills via Exploration
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Emergence is Overrated: AGI as an Archipelago of Experts
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Extend Your Horizon: A Device-Agnostic Surgical Tool Tracking Framework with Multi-View Optimization for Augmented Reality
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On the Feasibility and Opportunity of Autoregressive 3D Object Detection
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TeamHOI: Learning a Unified Policy for Cooperative Human-Object Interactions with Any Team Size
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AutoTraces: Autoregressive Trajectory Forecasting via Multimodal Large Language Models
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MJ1: Multimodal Judgment via Grounded Verification
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CMMR-VLN: Vision-and-Language Navigation via Continual Multimodal Memory Retrieval
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Aero-Promptness: Drag-Aware Aerodynamic Manipulability for Propeller-driven Vehicles
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SmartThinker: Progressive Chain-of-Thought Length Calibration for Efficient Large Language Model Reasoning
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Amortizing Maximum Inner Product Search with Learned Support Functions
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ViSA-Enhanced Aerial VLN: A Visual-Spatial Reasoning Enhanced Framework for Aerial Vision-Language Navigation
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It's Time to Get It Right: Improving Analog Clock Reading and Clock-Hand Spatial Reasoning in Vision-Language Models
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PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents
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FedMomentum: Preserving LoRA Training Momentum in Federated Fine-Tuning
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Alignment-Process-Outcome: Rethinking How AIs and Humans Collaborate
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Missing No More: Dictionary-Guided Cross-Modal Image Fusion under Missing Infrared
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VSDiffusion: Taming Ill-Posed Shadow Generation via Visibility-Constrained Diffusion
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AffordGrasp: Cross-Modal Diffusion for Affordance-Aware Grasp Synthesis
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Capacity-Aware Mixture Law Enables Efficient LLM Data Optimization
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Not Like Transformers: Drop the Beat Representation for Dance Generation with Mamba-Based Diffusion Model
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ConflictBench: Evaluating Human-AI Conflict via Interactive and Visually Grounded Environments
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DyLLM: Efficient Diffusion LLM Inference via Saliency-based Token Selection and Partial Attention
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Controllable Complex Human Motion Video Generation via Text-to-Skeleton Cascades
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QualiTeacher: Quality-Conditioned Pseudo-Labeling for Real-World Image Restoration
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GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables
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Solution to the 10th ABAW Expression Recognition Challenge: A Robust Multimodal Framework with Safe Cross-Attention and Modality Dropout
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CDRRM: Contrast-Driven Rubric Generation for Reliable and Interpretable Reward Modeling
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S2S-FDD: Bridging Industrial Time Series and Natural Language for Explainable Zero-shot Fault Diagnosis
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Examining the Role of YouTube Production and Consumption Dynamics on the Formation of Extreme Ideologies
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Speed3R: Sparse Feed-forward 3D Reconstruction Models
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See and Switch: Vision-Based Branching for Interactive Robot-Skill Programming
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Stabilized Fine-Tuning with LoRA in Federated Learning: Mitigating the Side Effect of Client Size and Rank via the Scaling Factor
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ImageEdit-R1: Boosting Multi-Agent Image Editing via Reinforcement Learning
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Adversarial Domain Adaptation Enables Knowledge Transfer Across Heterogeneous RNA-Seq Datasets
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Enhancing Cross-View UAV Geolocalization via LVLM-Driven Relational Modeling
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Evaluating Generative Models via One-Dimensional Code Distributions
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Deterministic Differentiable Structured Pruning for Large Language Models
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In-Context Reinforcement Learning for Tool Use in Large Language Models
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Synthetic Defect Image Generation for Power Line Insulator Inspection Using Multimodal Large Language Models
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AgentOS: From Application Silos to a Natural Language-Driven Data Ecosystem
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PlayWorld: Learning Robot World Models from Autonomous PlayPrinceton University
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AtomVLA: Scalable Post-Training for Robotic Manipulation via Predictive Latent World ModelsHuazhong University of Science and Technology, The University of Hong Kong, Tsinghua University
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Scale Space DiffusionUniversity of Maryland
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Agentic Critical TrainingUniversity of Maryland
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RetroAgent: From Solving to Evolving via Retrospective Dual Intrinsic FeedbackNational University of Singapore, Shanghai AI Lab
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PostTrainBench: Can LLM Agents Automate LLM Post-Training?ELLIS Institute Tübingen, Max Planck Institute for Intelligent Systems, Tübingen AI Center, University of Tübingen
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\$OneMillion-Bench: How Far are Language Agents from Human Experts?
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How Far Can Unsupervised RLVR Scale LLM Training?Peking University, Shanghai AI Lab, Shanghai Jiao Tong University, Tsinghua University, University of Illinois Urbana-Champaign, Xi’an Jiaotong University
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Sparsity and Out-of-Distribution Generalization
