2026
MeanCache: From Instantaneous to Average Velocity for Accelerating Flow Matching Inference
ICLR 2026poster
We present MeanCache, a training-free caching framework for efficient Flow Matching inference. Existing caching methods reduce redundant computation but typically rely on instantaneous velocity information (e.g., feature caching), which often leads to severe trajectory deviations and error accumulat…