More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning Paper • 2610.19789 • Published 1 day ago • 42
CoEvoWhen: Policy-Tool Coevolution for Ultra-Long Video Temporal Grounding Paper • 2609.40048 • Published 16 days ago • 16
PerturBot: Breaking Shortcut Priors in Vision-Language-Action Models with Perturbative Training Paper • 2610.04616 • Published 13 days ago • 21
MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Hierarchical Graph Memory and Agentic Retrieval Mechanism Paper • 2606.07512 • Published Jun 5 • 41
Where to Look: Can Foundation Models Reach a Target Viewpoint Through Active Exploration? Paper • 2606.01247 • Published May 31 • 29
TriSplat: Simulation-Ready Feed-Forward 3D Scene Reconstruction Paper • 2605.26115 • Published May 25 • 55
Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization Paper • 2605.15980 • Published May 15 • 35
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer Paper • 2605.15178 • Published May 14 • 92
Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video Paper • 2605.15182 • Published May 14 • 40
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Paper • 2604.24764 • Published Apr 27 • 122
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Paper • 2604.08209 • Published Apr 9 • 26
TriAttention: Efficient Long Reasoning with Trigonometric KV Compression Paper • 2604.04921 • Published Apr 6 • 113
Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO Paper • 2602.06422 • Published Feb 6 • 47
VINO: A Unified Visual Generator with Interleaved OmniModal Context Paper • 2601.02358 • Published Jan 5 • 30
Preserving Source Video Realism: High-Fidelity Face Swapping for Cinematic Quality Paper • 2512.07951 • Published Dec 8, 2025 • 51
Inferix: A Block-Diffusion based Next-Generation Inference Engine for World Simulation Paper • 2511.20714 • Published Nov 25, 2025 • 51
BRIDGE - Building Reinforcement-Learning Depth-to-Image Data Generation Engine for Monocular Depth Estimation Paper • 2509.25077 • Published Sep 29, 2025 • 15
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling Paper • 2509.12201 • Published Sep 15, 2025 • 107