Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback Paper • 2510.16888 • Published Oct 19, 2025 • 21
DocReward: A Document Reward Model for Structuring and Stylizing Paper • 2510.11391 • Published Oct 13, 2025 • 27
Do You Need Proprioceptive States in Visuomotor Policies? Paper • 2509.18644 • Published Sep 23, 2025 • 49
Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling Paper • 2507.07982 • Published Jul 10, 2025 • 33
UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation Paper • 2506.03147 • Published Jun 3, 2025 • 58
ImgEdit: A Unified Image Editing Dataset and Benchmark Paper • 2505.20275 • Published May 26, 2025 • 18
OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation Paper • 2505.20292 • Published May 26, 2025 • 52