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News/Rollout-Marginal Distillation for Long-Horizon Autoregressive Video Generation
arxiv
PublishedSeptember 30, 2026 at 4:00 AM

Rollout-Marginal Distillation for Long-Horizon Autoregressive Video Generation

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arXiv:2609.37925v1 Announce Type: cross Abstract: 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 vid

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