GraphSSL_HSICVICReg

Code for the paper: "Graph Self Supervised Learning: the BT, the HSIC, and the VICReg" (Paper accepted in the Weakly Supervised Representation Learning Workshop, IJCAI 2021 (IJCAI2021-WSRL))

Paper link: https://arxiv.org/abs/2105.12247

Install required packages

$ pip install -q torch-scatter -f https://pytorch-geometric.com/whl/torch-1.8.0+cu101.html
$ pip install -q torch-sparse -f https://pytorch-geometric.com/whl/torch-1.8.0+cu101.html
$ pip install -q torch-geometric

Citation

@article{nag2021graphvicreghsic,
  title={GraphVICRegHSIC: Towards improved self-supervised representation learning for graphs with a hyrbid loss function},
  author={Nag, Sayan},
  journal={arXiv e-prints},
  pages={arXiv--2105},
  year={2021}
}