Geoffrey E. Hinton

Training Products of Experts by Minimizing Contrastive Divergence

Geoffrey E. Hinton · Neural Computation · 2002 · 5K citations

Computing, Computer Science, Computer Vision +15

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 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

Similarity of Neural Network Representations Revisited

Simon Kornblith, Mohammad Norouzi, Honglak Lee et al. · arXiv (Cornell University) · 2019 · 432 citations · Full text

Computing, Data Science, Feature Engineering +16

Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine

George E. Dahl, Marc’Aurelio Ranzato, Abdelrahman Mohamed et al. · 2010 · 275 citations

Computing, Computer Science, Feature Engineering +15