Can I read Token-Wise Caching for Diffusion Acceleration on EtoBox?

Token-Wise Caching for Diffusion Acceleration by ximenyuejun is a document available to read on EtoBox.

What is Token-Wise Caching for Diffusion Acceleration about?

This paper introduces Token-wise feature Caching (ToCa) to enhance the efficiency of diffusion transformers in image and video synthesis by adaptively selecting tokens for caching based on their sensitivity to feature caching. Extensive experiments demonstrate that ToCa achieves significant acceleration, such as 2.36× on OpenSora, while maintaining high generation quality without requiring additional training. The proposed method also includes innovative scoring mechanisms for token selection and allows for

Author

ximenyuejun

Language

EN