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DSV: Exploiting Dynamic Sparsity to Accelerate Large-Scale Video DiT Training
Diffusion Transformers (DiTs) have shown remarkable performance in modeling and
generating high-quality videos. However, the quadratic computational complexity of 3D full …
generating high-quality videos. However, the quadratic computational complexity of 3D full …
Importance-based Token Merging for Diffusion Models
Diffusion models excel at high-quality image and video generation. However, a major
drawback is their high latency. A simple yet powerful way to speed them up is by merging …
drawback is their high latency. A simple yet powerful way to speed them up is by merging …
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration
Video Diffusion Transformers (DiTs) have demonstrated significant potential for generating
high-fidelity videos but are computationally intensive. Existing acceleration methods include …
high-fidelity videos but are computationally intensive. Existing acceleration methods include …