Apple ML Research accelerates text-to-video with calibrated sparse attention

The paper proposes calibrated sparse attention to prune redundant token connections in spatiotemporal attention, reducing computation while maintaining quality. The method addresses runtime bottlenecks in diffusion-based video generation models.