| Autoaugment: Learning augmentation policies from data ED Cubuk, B Zoph, D Mane, V Vasudevan, QV Le arXiv preprint arXiv:1805.09501, 2018 | 888* | 2018 |
| Specaugment: A simple data augmentation method for automatic speech recognition DS Park, W Chan, Y Zhang, CC Chiu, B Zoph, ED Cubuk, QV Le arXiv preprint arXiv:1904.08779, 2019 | 596 | 2019 |
| Realistic evaluation of deep semi-supervised learning algorithms A Oliver, A Odena, CA Raffel, ED Cubuk, I Goodfellow Advances in Neural Information Processing Systems, 3235-3246, 2018 | 382 | 2018 |
| Randaugment: Practical automated data augmentation with a reduced search space ED Cubuk, B Zoph, J Shlens, QV Le Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 211* | 2020 |
| Identifying Structural Flow Defects in Disordered Solids Using Machine-Learning Methods ED Cubuk, SS Schoenholz, JM Rieser, BD Malone, J Rottler, DJ Durian, ... Physical Review Letters 114, 108001, 2015 | 199 | 2015 |
| A structural approach to relaxation in glassy liquids SS Schoenholz, ED Cubuk, E Kaxiras, AJ Liu Nature Physics 12, 469-471, 2016 | 198 | 2016 |
| Fixmatch: Simplifying semi-supervised learning with consistency and confidence K Sohn, D Berthelot, CL Li, Z Zhang, N Carlini, ED Cubuk, A Kurakin, ... arXiv preprint arXiv:2001.07685, 2020 | 155 | 2020 |
| Atomic Layer Deposition of Stable LiAlF4 Lithium Ion Conductive Interfacial Layer for Stable Cathode Cycling J Xie, AD Sendek, ED Cubuk, X Zhang, Z Lu, Y Gong, T Wu, F Shi, W Liu, ... Acs Nano 11 (7), 7019-7027, 2017 | 145 | 2017 |
| Holistic computational structure screening of more than 12000 candidates for solid lithium-ion conductor materials AD Sendek, Q Yang, ED Cubuk, KAN Duerloo, Y Cui, EJ Reed Energy & Environmental Science 10 (1), 306-320, 2017 | 141 | 2017 |
| Adversarial examples are a natural consequence of test error in noise J Gilmer, N Ford, N Carlini, E Cubuk International Conference on Machine Learning, 2280-2289, 2019 | 116* | 2019 |
| 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 | 107 | 2019 |
| Structure-property relationships from universal signatures of plasticity in disordered solids ED Cubuk, RJS Ivancic, SS Schoenholz, DJ Strickland, A Basu, ... Science 358 (6366), 1033-1037, 2017 | 107 | 2017 |
| Augmix: A simple data processing method to improve robustness and uncertainty D Hendrycks, N Mu, ED Cubuk, B Zoph, J Gilmer, B Lakshminarayanan arXiv preprint arXiv:1912.02781, 2019 | 106 | 2019 |
| Learning data augmentation strategies for object detection B Zoph, ED Cubuk, G Ghiasi, TY Lin, J Shlens, QV Le European Conference on Computer Vision, 566-583, 2020 | 89 | 2020 |
| Stress effects on the initial lithiation of crystalline silicon nanowires: reactive molecular dynamics simulations using ReaxFF A Ostadhossein, ED Cubuk, GA Tritsaris, E Kaxiras, S Zhang, ... Physical Chemistry Chemical Physics 17 (5), 3832-3840, 2015 | 83 | 2015 |
| A fourier perspective on model robustness in computer vision D Yin, RG Lopes, J Shlens, ED Cubuk, J Gilmer arXiv preprint arXiv:1906.08988, 2019 | 75 | 2019 |
| Direct observation of a long-lived single-atom catalyst chiseling atomic structures in graphene WL Wang, EJG Santos, B Jiang, ED Cubuk, C Ophus, A Centeno, ... Nano letters 14 (2), 450-455, 2014 | 71 | 2014 |
| Machine learning-assisted discovery of solid Li-ion conducting materials AD Sendek, ED Cubuk, ER Antoniuk, G Cheon, Y Cui, EJ Reed Chemistry of Materials 31 (2), 342-352, 2018 | 65 | 2018 |
| High-Temperature Quantum Anomalous Hall Effect in Codoped Topological Insulators S Qi, Z Qiao, X Deng, ED Cubuk, H Chen, W Zhu, E Kaxiras, SB Zhang, ... Physical review letters 117 (5), 056804, 2016 | 65 | 2016 |
| Relationship between local structure and relaxation in out-of-equilibrium glassy systems SS Schoenholz, ED Cubuk, E Kaxiras, AJ Liu Proceedings of the National Academy of Sciences 114 (2), 263-267, 2017 | 63 | 2017 |
Barret ZophSenior Research Scientist, Google BrainVerified email at google.com
