Quentin Garrido, Randall Balestriero, Laurent Najman, Yann LeCun. RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 10929-10974, PMLR, 2023. [doi]
Abstract is missing.