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

arXiv:2610.14654v1 Announce Type: cross Abstract: 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 m