Articles with "optimization induced" as a keyword



Photo by googledeepmind from unsplash

Optimization Induced Equilibrium Networks: An Explicit Optimization Perspective for Understanding Equilibrium Models

Sign Up to like & get
recommendations!
Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"

DOI: 10.1109/tpami.2022.3181425

Abstract: To reveal the mystery behind deep neural networks (DNNs), optimization may offer a good perspective. There are already some clues showing the strong connection between DNNs and optimization problems, e.g., under a mild condition, DNN's… read more here.

Keywords: equilibrium models; optimization induced; induced equilibrium; optimization ... See more keywords