Concepedia

David Berthelot

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Statistics

Publications

19

Citations

5.1K

H-Index

16

Active since

2003

Affiliations

Google (United States)(Current)

David Berthelot is an author at Google (United States) specializing in computer science, computing, and machine learning.

Publications per year

2003–2023

19

Publications

19

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

Computing, Computer Science, Computer Vision +16

BEGAN: Boundary Equilibrium Generative Adversarial Networks

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

Computing, Computer Science, Computer Vision +12

MixMatch: A Holistic Approach to Semi-Supervised Learning

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

Computing, Computer Science, Machine Learning +16

Technical Report on the CleverHans v2.1.0 Adversarial Examples Library

Nicolas Papernot, Fartash Faghri, Nicholas Carlini et al. · arXiv (Cornell University) · 2016 · 410 citations · Full text

Computing, Computer Science, Algorithms +9

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

David Berthelot, Nicholas Carlini, Ekin D. Cubuk et al. · arXiv (Cornell University) · 2020 · 339 citations · Full text

Computing, Computer Science, Machine Learning +14

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