GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation Paper • 2605.21605 • Published May 20 • 16
DiffusionOPD: A Unified Perspective of On-Policy Distillation in Diffusion Models Paper • 2605.15055 • Published May 14 • 19
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published Apr 20 • 89
AIBench: Evaluating Visual-Logical Consistency in Academic Illustration Generation Paper • 2603.28068 • Published Mar 31 • 13
DreamVideo-Omni: Omni-Motion Controlled Multi-Subject Video Customization with Latent Identity Reinforcement Learning Paper • 2603.12257 • Published Mar 12 • 32
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders Paper • 2603.06569 • Published Mar 6 • 120
ShowTable: Unlocking Creative Table Visualization with Collaborative Reflection and Refinement Paper • 2512.13303 • Published Dec 15, 2025 • 17
