David Berthelot
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis, VLSI and Analog Circuit Testing, Multimodal Machine Learning Applications, Model Reduction and Neural Networks
Most-Cited Works
- → FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence(2020)2,264 cited
- → BEGAN: Boundary Equilibrium Generative Adversarial Networks(2017)744 cited
- → MixMatch: A Holistic Approach to Semi-Supervised Learning(2019)604 cited
- → Technical Report on the CleverHans v2.1.0 Adversarial Examples Library(2016)404 cited
- ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring(2020)
- → ReMixMatch: Semi-Supervised Learning with Distribution Alignment and\n Augmentation Anchoring(2019)321 cited
- → WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia(2016)128 cited
- → Understanding and Improving Interpolation in Autoencoders via an\n Adversarial Regularizer(2018)91 cited