Accelerating Video Generation Inference with Sequential-Parallel 3D Positional Encoding Using a Global Time Index

Chao Yuan, Pan Li

Diffusion Transformer (DiT)-based video generation models inherently suffer from bottlenecks in long video synthesis and real-time inference, which can be attributed to the use of…