LVSA: Training-Free Sparse Attention for Long Video Diffusion

Gael Glorian, Ioannis Lamprou, Zhen Zhang +2

Dense self-attention is the compute and quality bottleneck of long-video diffusion inference: cost grows quadratically with the sequence length, and beyond the training horizon the…