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arXiv cs.CV · Papers

Self Gradient Forcing: Native Long Video Extrapolation

arXiv:2607.20368v2 Announce Type: replace Abstract: Recent autoregressive video diffusion methods are increasingly built upon Self Forcing, where the student is trained on histories produced by its own rollout rather than ground-truth video contexts. This reduces exposure bias, but the historical key-value cache is sti