Mingchen Zhong
1 indexed paper
Recent (6 mo)
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2026
DyMD: Preserving Interaction Dynamics through Distribution Matching Distillation in Few-Step Video World Models
The paper proposes a new framework, DyMD, to improve video generation and embodied prediction by adapting teacher supervision and critic fitting to the evolving student.
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Papers
cs.CVcs.AIEmpiricalRecentSep 25, 2026
DyMD: Preserving Interaction Dynamics through Distribution Matching Distillation in Few-Step Video World Models
Haojun Xu, Jie Huang, Xin Lu, Mingchen Zhong +3 more
The paper proposes a new framework, DyMD, to improve video generation and embodied prediction by adapting teacher supervision and critic fitting to the evolving student.
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