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• Unified Interactive Multimodal Moment Retrieval via Cascaded Embedding-Reranking and Temporal-Aware Score Fusion
• Your Autoregressive Model Already Reveals the Causal Graph
• MovieRecapsQA: A Multimodal Open-Ended Video Question-Answering Benchmark
• AdaSearch: Balancing Parametric Knowledge and Search in Large Language Models via Reinforcement Learning
• TRIM: Scalable 3D Gaussian Diffusion Inference with Temporal and Spatial Trimming
• What, Where, and How: Disentangling the Roles of Task, Language, and Model in Code Model Representations
• MASCOT: Multi-Agent Socio-Collaborative Companion Systems
• CritICL: Inference-Time Weak-to-Strong Generalization from Small Language Model Failure Modes
• iDETEX: Empowering MLLMs for Intelligent DETailed EXplainable IQA
• ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling
• Nonlinear Noise2Noise for Efficient Monte Carlo Denoiser Training
• PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference
• RDD: Retrieval-Based Demonstration Decomposer for Planner Alignment in Long-Horizon Tasks
• Learning the relative composition of EEG signals using pairwise relative shift pretraining
• UBone3D: Physics-Rectified Conditional Flow Matching for Anatomical 3D Shape Completion from Ultrasound
• VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos
• Sound-based Multi-Person 3D Pose Estimation
• MoSE: Mixture of Slimmable Experts for Efficient and Adaptive Language Models
• BitLogic: Training Framework for Gradient-Based FPGA-Native Neural Networks
• Capture, Canonicalize, Splat: Zero-Shot 3D Gaussian Avatars from Unstructured Phone Images
• User Perceptions vs. Proxy LLM Judges: Privacy and Helpfulness in LLM Responses to Privacy-Sensitive Scenarios
• GRAN-TED: Generating Robust, Aligned, and Nuanced Text Embedding for Diffusion Models
• Learning Unmasking Policies for Diffusion Language Models
• Learning When to Jump for Off-road Navigation
• Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria
• Conformal Calibration Transfer
• MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use
• WorldRFT: Latent World Model Planning with Reinforcement Fine-Tuning for Autonomous Driving
• ATCion: Exploring the Design of Icon-based Visual Aids for Enhancing In-cockpit Air Traffic Control Communication
• Graph-Based Exploration for ARC-AGI-3 Interactive Reasoning Tasks
• Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs
• Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO
• GaussianDWM: 3D Gaussian Driving World Model for Unified Scene Understanding and Multi-Modal Generation
• Legibility is Not Interpretability: Comparing Judged and Actual Importance in Chain-Of-Thought Reasoning
• Optimizer choice matters for the emergence of Neural Collapse
• Reasoning Before Translation: Enhancing Legal Machine Translation with Structured Reasoning
• Reusing Latent Speech Representations for Query-Conditioned Topic Localization in Transcripts
• HVAdam: A Full-Dimension Adaptive Optimizer
• Sound Logical Explanations for Mean Aggregation Graph Neural Networks
• SurfSplat: Conquering Feedforward 2D Gaussian Splatting with Surface Continuity Priors