About this document
Worldcache: Content-Aware Caching For Accelerated Video World Models by msaadkhankori is a document available to read on EtoBox.
WorldCache is a novel Perception-Constrained Dynamical Caching framework designed to enhance the efficiency of video world models powered by Diffusion Transformers (DiTs) by addressing the limitations of existing caching methods. It introduces motion-adaptive thresholds, saliency-weighted drift estimation, and optimal feature approximation techniques to achieve a 2.3× speedup in inference while maintaining 99.4% of baseline quality. The framework effectively reduces visual artifacts and inconsistencies in d
- Author
- msaadkhankori
- Language
- EN