Yuxin Song
2 papers · Latest:
Computer Vision
Power Reinforcement Post-Training of Text-to-Image Models with Super-Linear Advantage Shaping
SLAS improves text-to-image models by using a novel super-linear advantage shaping to mitigate reward hacking and enhance training efficiency and robustness.
2605.10937
Computer VisionVisual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling
This paper proposes a new five-level taxonomy for visual generation, shifting from appearance synthesis to intelligent, agentic world modeling.
2604.28185
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