SCALINGCACHE: Extreme Acceleration of DiTs Through Difference Scaling and Dynamic Interval Caching
Published in ICLR 2026, 2026
We propose SCALINGCACHE, a method that leverages the similarity of adjacent denoising time-step features in DiT models to achieve extreme end-to-end acceleration through difference scaling and dynamic interval caching.
Recommended citation: Lihui Gu, et al. (2026). "SCALINGCACHE: Extreme Acceleration of DiTs Through Difference Scaling and Dynamic Interval Caching." ICLR 2026.