One Editor， Many Edits： A Unified Training-Free Framework for Diverse Video Editing

RISE： Recursive Improvement via Self-Extrapolating Policy Distillation

WorldSculpt： Generating Compositional Worlds from Grounded Videos

UniMate： One Unified Model to Animate Diverse Skeletons

Don't Drop Dropout： Optimizing Layer Sparsity for Efficient LLM Training and Inference

Beneath the Surface of Chains-of-Thought： A Mechanistic Interpretation of Reasoning Operations in LLMs

Ask Before You Optimize： Dynamic Pre-Formulation Clarification for Interactive Optimization

MaxKernel： Agentic Kernel Generation for TPUs

When Models Edit Too Much： On the Fidelity of Minimal Code Edits

AdaptVPR： Route-Aware Hard Positive Generation for Robust Visual Place Recognition

The Attention Triangle in Audio-Video Models