MCFlow

A PyTorch implementation of our CVPR 2020 conference paper "MCFlow: Monte Carlo Flow Models for Data Imputation."

By Trevor W. Richardson, Wencheng Wu, Lei Lin, Beilei Xu and Edgar A. Bernal.

[Rochester Data Science Consortium]

[arXiv Paper]

Install and Run Code

1. Setup repo

  git clone https://github.com/trevor-richardson/MCFlow

  cd MCFlow

2. Setup environment

  conda env create -f env.yml

  conda activate mcflow

3. Run experiment

  python main.py

Citation

Please cite the following if you find our work useful in your research:

@InProceedings{Rich_2020_CVPR,
author = {Richardson, Trevor W. and Wu, Wencheng and Lin, Lei and Xu, Beilei and Bernal, Edgar A.},
title = {MCFlow: Monte Carlo Flow Models for Data Imputation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2020}
}