FVAttn: Adaptive Sparse Attention with Runtime Load Balancing for Video Generation

Hao Liu, Chenghuan Huang, Ye Huang +6

Video Diffusion Transformers process long spatio-temporal sequences, making self-attention the main bottleneck in high-resolution video generation. Training-free sparse attention r…