CLiS: Plug-and-Play Attention Acceleration for Video Diffusion on TPUs via Certified Stabilization

Elisa Tsai, Shao-yu Huang, Daniel Mandragona +6

High-resolution video diffusion relies on attention over long token sequences, making attention efficiency critical to generation latency. Our analysis identifies repeated maximum…