2024
Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective
NeurIPS 2024poster
Deep Equilibrium Model (DEQ), which serves as a typical implicit neural network, emphasizes their memory efficiency and competitive performance compared to explicit neural networks. However, there has been relatively limited theoretical analysis on the representation of DEQ. In this paper, we utiliz…