Can contrastive learning avoid shortcut solutions?

Joshua Robinson, Li Sun, Ke Yu, Kayhan Batmanghelich, Stefanie Jegelka, Suvrit Sra. Can contrastive learning avoid shortcut solutions?. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 4974-4986, 2021. [doi]

@inproceedings{RobinsonSYBJS21,
  title = {Can contrastive learning avoid shortcut solutions?},
  author = {Joshua Robinson and Li Sun and Ke Yu and Kayhan Batmanghelich and Stefanie Jegelka and Suvrit Sra},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/27934a1f19d678a1377c257b9a780e80-Abstract.html},
  researchr = {https://researchr.org/publication/RobinsonSYBJS21},
  cites = {0},
  citedby = {0},
  pages = {4974-4986},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}