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All SourcesarXiv
#error accumulation

Pathwise Test-Time Correction for Autoregressive Long Video Generation

Intermediate
Xunzhi Xiang, Zixuan Duan et al.Feb 5arXiv

This paper fixes a big problem in long video generation: tiny mistakes that snowball over time and make the video drift and flicker.

#test-time correction#autoregressive video diffusion#distilled diffusion

Not triaged yet

End-to-End Training for Autoregressive Video Diffusion via Self-Resampling

Intermediate
Yuwei Guo, Ceyuan Yang et al.Dec 17arXiv

This paper fixes a common problem in video-making AIs where tiny mistakes snowball over time and ruin long videos.

#autoregressive video diffusion#exposure bias#teacher forcing

Not triaged yet