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SIAS-ZJU
04 Dec 2025
computer-sciencecomputer-vision-and-pattern-recognitionefficient-transformers

Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation

Ant GroupShanghai Jiao Tong University logoShanghai Jiao Tong UniversityZhejiang University logoZhejiang UniversityHuazhong University of Science and Technology logoHuazhong University of Science and TechnologySJTUHUSTZJUSIAS-ZJU
Reward Forcing introduces EMA-Sink and Rewarded Distribution Matching Distillation (Re-DMD) to enable efficient, real-time streaming video generation. This framework achieves an overall VBench score of 84.13 and a generation speed of 23.1 FPS, while significantly enhancing motion dynamics and maintaining long-horizon consistency.
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