Rollout-Marginal Distillation for Long-Horizon Autoregressive Video Generation
Autoregressive (AR) video diffusion enables low-latency, streamable video generation, but prediction errors often accumulate over long rollouts. Training the generator on its own rollouts exposes it to these imperfect histories. However, existing video-level distribution matching distillation (DMD) scores the whole rol...
Chen-Jian Gao, Zhi-Hao Hu, Jian-Qi Ma et al.
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