Steering Away from Memorization: Reachability-Constrained Reinforcement Learning for Text-to-Image Diffusion

Sathwik Karnik, Juyeop Kim, Sanmi Koyejo +2

Text-to-image diffusion models often memorize training data, revealing a fundamental failure to generalize beyond the training set. Current mitigation strategies typically sacrific…