Temporal Cycle-Consistency Learning (https://sites.google.com/view/temporal-cycle-consistency/home)

This is the pytorch version of tcc loss in repo. It was used in the CVPR 2019 paper Temporal Cycle-Consistency Learning (https://arxiv.org/abs/1904.07846).

Usage

test_tcc.ipynb gives an example of usage both in tensorflow and pytorch version, please refer to it for more detail. Note that, to make a fair comparision, we put the original tensorflow version in folder tcc_tf, which is credit to repo.

Reference

• tensorflow repo: tcc: https://github.com/google-research/google-research.git

• paper:

author = {Dwibedi, Debidatta and Aytar, Yusuf and Tompson, Jonathan and Sermanet, Pierre and Zisserman, Andrew},
title = {Temporal Cycle-Consistency Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019},
}