Wuyang Li

Representation Distribution Matching for One-Step Visual Generation

Lan Feng, Wuyang Li, Eloi Zablocki, Matthieu Cord, Alexandre Alahi

We elucidate the design space of Representation Distribution Matching (RDM), our name for the paradigm that trains a one-step image generator by matching generated and reference feature distributions under frozen pretrained encoders. We identify two design axes, how the distribut…Read more