/TiCo-pytorch

Unofficial repository for TiCo

Primary LanguagePythonMIT LicenseMIT

TiCo-pyTorch

This is an UNOFFICIAL PyTorch based implementation of TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning using Lightly.

Please feel free to raise bugs/issues if you find any.

Table of contents

Installation

$ pip install -r requirements.txt

Reference

@article{zhu2022tico,
  title={TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning},
  author={Zhu, Jiachen and Moraes, Rafael M and Karakulak, Serkan and Sobol, Vlad and Canziani, Alfredo and LeCun, Yann},
  journal={arXiv preprint arXiv:2206.10698},
  year={2022}
}