Ezra Winston

Monotone operator equilibrium networks

2020 · arXiv (Cornell University)

Implicit-depth models such as Deep Equilibrium Networks have recently been shown to match or exceed the performance of traditional deep networks while being much more memory efficient. However, these models suffer from unstable convergence to …