fulowl / smiles

Robust Self-supervised Multi-instance Learning with Structure Awareness

SMILES: Robust Self-supervised Multi-instance Learning with Structure Awareness

Prerequisites

SMILES needs the following packages to be installed beforehand:

Python 3.8+

PyTorch 1.9+

PyTorch-Geometric 1.7 

Scikit-learn 0.24+

scipy

Numpy

tqdm

NetworkX

Running Code

python Smiles.py

References

@inproceedings{wang2023robust,
  title={Robust self-supervised multi-instance learning with structure awareness},
  author={Wang, Yejiang and Zhao, Yuhai and Wang, Zhengkui and Wang, Meixia},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={37},
  number={8},
  pages={10218--10225},
  year={2023}
}