Monotone operator equilibrium networks

15 Jun 2020Ezra WinstonJ. Zico Kolter

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 a solution and lack guarantees that a solution exists... (read more)

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