The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning

Zhenmei Shi, Jiefeng Chen 0001, Kunyang Li, Jayaram Raghuram, Xi Wu 0001, Yingyu Liang, Somesh Jha. The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023. [doi]

@inproceedings{Shi0LR0LJ23,
  title = {The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning},
  author = {Zhenmei Shi and Jiefeng Chen 0001 and Kunyang Li and Jayaram Raghuram and Xi Wu 0001 and Yingyu Liang and Somesh Jha},
  year = {2023},
  url = {https://openreview.net/pdf?id=rvsbw2YthH_},
  researchr = {https://researchr.org/publication/Shi0LR0LJ23},
  cites = {0},
  citedby = {0},
  booktitle = {The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher = {OpenReview.net},
}