Self-Supervised Deep Equilibrium Models for Inverse Problems with Theoretical Guarantees

Weijie Gan, Chunwei Ying, Parna Eshraghi +7

Deep equilibrium models (DEQ) have emerged as a powerful alternative to deep unfolding (DU) for image reconstruction. DEQ models-implicit neural networks with effectively infinite…