Simon Kornblith

A Simple Framework for Contrastive Learning of Visual Representations

Ting Chen, Simon Kornblith, Mohammad Norouzi et al. · arXiv (Cornell University) · 2020 · 7.3K citations · Full text

Computing, Computer Science, Computer Vision +16

Do Better ImageNet Models Transfer Better?

Simon Kornblith, Jonathon Shlens, Quoc V. Le · 2019 · 1.3K citations

Computing, Computer Science, Computer Vision +16

When Does Label Smoothing Help?

Rafael Rios Müller, Simon Kornblith, Geoffrey E. Hinton · arXiv (Cornell University) · 2019 · 886 citations · Full text

Computing, Computer Science, Computer Vision +11

Big Self-Supervised Models Advance Medical Image Classification

Shekoofeh Azizi, Basil Mustafa, Fiona Ryan et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 609 citations

Computing, Computer Science, Pathology +17

Big Self-Supervised Models are Strong Semi-Supervised Learners

Ting Chen, Simon Kornblith, Kevin Swersky et al. · arXiv (Cornell University) · 2020 · 476 citations · Full text

Computing, Computer Science, Computer Vision +16