Sparse Forcing: Native Trainable Sparse Attention for Real-time Autoregressive Diffusion Video Generation

Boxun Xu, Yuming Du, Zichang Liu +7

We introduce Sparse Forcing, a training-and-inference paradigm for autoregressive video diffusion models that improves long-horizon generation quality while reducing decoding laten…