Zhi-Rong Shen

Accelerating Diffusion Transformers with Gaussian Process Rectified Feature Cache

Diffusion Transformers have become the dominant paradigm in generative AI, but their high computational costs severely hinder real-time applications. Prediction-based feature caching is widely used to accelerate diffusion transformers; however, as the number of steps increases, the deviation between its predictions and...