Align & Invert: Solving Inverse Problems with Diffusion and Flow-based Models via Representation Alignment

Loukas Sfountouris, Giannis Daras, Paris Giampouras

Enforcing alignment between the internal representations of diffusion or flow-based generative models and those of pretrained self-supervised encoders has recently been shown to pr…