Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion
arXiv:2605.18346v1 Announce Type: cross Abstract: Recent advances in autoregressive video diffusion have enabled sequential and streaming video generation. However, long-horizon generation requires in