David Berthelot
David Berthelot
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Mixmatch: A holistic approach to semi-supervised learning
D Berthelot, N Carlini, I Goodfellow, N Papernot, A Oliver, CA Raffel
Advances in neural information processing systems 32, 2019
Fixmatch: Simplifying semi-supervised learning with consistency and confidence
K Sohn, D Berthelot, N Carlini, Z Zhang, H Zhang, CA Raffel, ED Cubuk, ...
Advances in neural information processing systems 33, 596-608, 2020
Began: Boundary equilibrium generative adversarial networks
D Berthelot, T Schumm, L Metz
arXiv preprint arXiv:1703.10717, 2017
Remixmatch: Semi-supervised learning with distribution alignment and augmentation anchoring
D Berthelot, N Carlini, ED Cubuk, A Kurakin, K Sohn, H Zhang, C Raffel
arXiv preprint arXiv:1911.09785, 2019
Technical report on the cleverhans v2. 1.0 adversarial examples library
N Papernot, F Faghri, N Carlini, I Goodfellow, R Feinman, A Kurakin, ...
arXiv preprint arXiv:1610.00768, 2016
High accuracy and high fidelity extraction of neural networks
M Jagielski, N Carlini, D Berthelot, A Kurakin, N Papernot
29th USENIX security symposium (USENIX Security 20), 1345-1362, 2020
Understanding and improving interpolation in autoencoders via an adversarial regularizer
D Berthelot, C Raffel, A Roy, I Goodfellow
arXiv preprint arXiv:1807.07543, 2018
Wikireading: A novel large-scale language understanding task over wikipedia
D Hewlett, A Lacoste, L Jones, I Polosukhin, A Fandrianto, J Han, ...
arXiv preprint arXiv:1608.03542, 2016
Adamatch: A unified approach to semi-supervised learning and domain adaptation
D Berthelot, R Roelofs, K Sohn, N Carlini, A Kurakin
arXiv preprint arXiv:2106.04732, 2021
Image manipulation for web content
D Berthelot, M Dixon, R Madhavan, M Mapua, P Mihelich, W Min, H Savoj, ...
US Patent 9,405,734, 2016
Remixmatch: Semi-supervised learning with distribution matching and augmentation anchoring
A Kurakin, C Raffel, D Berthelot, ED Cubuk, H Zhang, K Sohn, N Carlini
High-fidelity extraction of neural network models
M Jagielski, N Carlini, D Berthelot, A Kurakin, N Papernot
arXiv preprint arXiv:1909.01838, 2019
Combining mixmatch and active learning for better accuracy with fewer labels
S Song, D Berthelot, A Rostamizadeh
arXiv preprint arXiv:1912.00594, 2019
An efficient linear time algorithm for scan chain optimization and repartitioning
D Berthelot, S Chaudhuri, H Savoj
Proceedings. International Test Conference, 781-787, 2002
TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation
D Berthelot, A Autef, J Lin, DA Yap, S Zhai, S Hu, D Zheng, W Talbot, E Gu
arXiv preprint arXiv:2303.04248, 2023
Assessing post-disaster damage from satellite imagery using semi-supervised learning techniques
J Lee, JZ Xu, K Sohn, W Lu, D Berthelot, I Gur, P Khaitan, K Koupparis, ...
arXiv preprint arXiv:2011.14004, 2020
BEGAN: boundary equilibrium generative adversarial networks. 2017
D Berthelot, T Schumm, L Metz
arXiv preprint arXiv:1703.10717, 2017
Combinational techniques for sequential equivalence checking
H Savoj, D Berthelot, A Mishchenko, R Brayton
Formal Methods in Computer Aided Design, 145-149, 2010
Creating high resolution images with a latent adversarial generator
D Berthelot, P Milanfar, I Goodfellow
arXiv preprint arXiv:2003.02365, 2020
BISTing Datapaths under heterogeneous test schemes
D Berthelot, ML Flottes, B Rouzeyre
Journal of Electronic Testing 14 (1-2), 115-123, 1999
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