ScalingAttention: Discovering Intrinsic Sparse Attention Topology for Video Diffusion Transformers

Ruiliang Zhou, Xuecheng Wu, Kang He +6

While Diffusion Transformers (DiTs) have revolutionized high-fidelity video generation, their reliance on 3D full attention creates a quadratic computational bottleneck. Existing s…