This repo provides the code for the paper Feasibility-based Fixed Point Networks (preprint available here).
Please cite as
@article{heaton2021feasibility,
title={Feasibility-based Fixed Point Networks},
author={Heaton, Howard and Fung, Samy Wu and Gibali, Aviv and Yin, Wotao},
journal={arXiv preprint arXiv:2104.14090},
year={2021}}
Compatible with python 3.5+ and known to work with pytorch 1.4, torchvision 0.5, and numpy 1.18. Can install with pip install -r requirements.txt.
All codes for this project were run on Google Colab. Jupyter notebook files may be downloaded directly or may be run on Google Colab via the links below.
F-FPN Colab Notebook - Ellipses
F-FPN Colab Notebook - LoDoPab
TV Minimization Colab Notebook