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ICLR

Read the Room: Video Social Reasoning with Mental-Physical Causal Chains

SceneCOT: Eliciting Chain-of-Thought Reasoning in 3D Scenes

G4Splat: Geometry-Guided Gaussian Splatting with Generative Prior

Linking Process to Outcome: Conditonal Reward Modeling for LLM Reasoning

Aegis: Automated Error Generation and Identification for Multi-Agent Systems

DexMove: Learning Tactile-Guided Non-Prehensile Manipulation with Dexterous Hands

Towards Brigding the Gap Between Large-scale Pretraining and Efficient Finetuning for Humanoid Control

STVG-R1: Incentivizing Instance-Level Reasoning and Grounding in Videos via Reinforcement Learning

MVR:Multi-view Video Reward Shaping for Reinforcement Learning

MILR: Improving Multimodal Image Generation via Test-Time Latent Reasoning

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