No-Regret Generative Modeling via Parabolic Monge-Ampère PDE

Nabarun Deb, Tengyuan Liang

We introduce a novel generative modeling framework based on a discretized parabolic Monge-Ampère PDE, which emerges as a continuous limit of the Sinkhorn algorithm commonly used i…