2026
Equivariant Deep Equilibrium Models for Imaging Inverse Problems
ICASSP 2026oral
Equivariant imaging (EI) enables training signal reconstruction models without requiring ground truth data by leveraging signal symmetries. Deep equilibrium models (DEQs) are a powerful class of neural networks where the output is a fixed point of a learned operator. However, training DEQs with comp…