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Chen-Jian Gao

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#artificial intelligence Preprint Sep 2026

Rollout-Marginal Distillation for Long-Horizon Autoregressive Video Generation

Rollout-Marginal Distillation is introduced, which retains the generated history for AR prediction but scores each chunk independently against a chunk teacher, ensuring its quality correction is not compromised by an imperfect temporal context.

Chen-Jian Gao, Zhi-Hao Hu, Jian-Qi Ma et al. · 0 citations