Training-free and Adaptive Sparse Attention for Efficient Long Video Generation

Yifei Xia, Suhan Ling, Fangcheng Fu +4

Generating high-fidelity long videos with Diffusion Transformers (DiTs) is often hindered by significant latency, primarily due to the computational demands of attention mechanisms…