David Berthelot

FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

Kihyuk Sohn, David Berthelot, Chunliang Li et al. · arXiv (Cornell University) · 2020 · 2.3K citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +17

BEGAN: Boundary Equilibrium Generative Adversarial Networks

David Berthelot, Thomas Schumm, Luke Metz · arXiv (Cornell University) · 2017 · 744 citations · Full text

Image Analysis, Machine Learning, Engineering +11

MixMatch: A Holistic Approach to Semi-Supervised Learning

David Berthelot, Nicholas Carlini, Ian Goodfellow et al. · arXiv (Cornell University) · 2019 · 604 citations · Full text

Privacy Protection, Engineering, Machine Learning +17

Technical Report on the CleverHans v2.1.0 Adversarial Examples Library

Nicolas Papernot, Fartash Faghri, Nicholas Carlini et al. · arXiv (Cornell University) · 2016 · 404 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring

David Berthelot, Nicholas Carlini, Ekin D. Cubuk et al. · arXiv (Cornell University) · 2020 · 338 citations · Full text

Natural Language Processing, Structured Prediction, Data Augmentation +14