Direct Ascent Synthesis: Revealing Hidden Generative Capabilities in Discriminative Models

Stanislav Fort, Jonathan Whitaker

We demonstrate that discriminative models inherently contain powerful generative capabilities, challenging the fundamental distinction between discriminative and generative archite…