MC-Sparse: Deconstructing and Closing the Dense-Sparse Attention Gap in Diffusion Transformers.

arXiv:2610.06801v1 Announce Type: cross Abstract: Sparse attention is a primary approach to reducing the latency of diffusion transformers in long-sequence generation tasks, such as video and high-resolution 3D asset generation. However, existing methods can d