Ye-Wei Xia

Prospective Forcing: Learning to Look Ahead for Autoregressive Long Video Diffusion

Autoregressive video generators synthesize long videos through chunk-wise rollouts, yet they are typically trained to predict only the immediate future. This limited prediction horizon makes it challenging to maintain video quality over extended rollouts. To address this problem, we introduce Prospective Forcing, a mul...