One Flow Fits All! A Scale-Aware Generative Framework for Diverse Data
The Inverse Heat Mean Flow is introduced, a general-purpose solver that is compatible with a wide range of model backbones that directly learns an average velocity field through an inverse heat formul ation, thereby simplifying trajectory learning and enabling adaptive topological alignment.