Wenxuan Mao

TimeRipples: Accelerating vDiTs by Understanding the Spatio-Temporal Correlations in Latent Space

The recent surge in video generation has shown the growing demand for high-quality video synthesis using large vision models. Existing video generation models are predominantly based on the video diffusion transformer (vDiT), however, they suffer from substantial inference delay due to self-attentio