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Esteban Real
Esteban Real
Google Brain
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Title
Cited by
Cited by
Year
Regularized evolution for image classifier architecture search
E Real, A Aggarwal, Y Huang, QV Le
Proceedings of the aaai conference on artificial intelligence 33 (01), 4780-4789, 2019
30362019
Large-scale evolution of image classifiers
E Real, S Moore, A Selle, S Saxena, YL Suematsu, J Tan, QV Le, ...
International conference on machine learning, 2902-2911, 2017
18332017
Nas-bench-101: Towards reproducible neural architecture search
C Ying, A Klein, E Christiansen, E Real, K Murphy, F Hutter
International conference on machine learning, 7105-7114, 2019
6722019
Youtube-boundingboxes: A large high-precision human-annotated data set for object detection in video
E Real, J Shlens, S Mazzocchi, X Pan, V Vanhoucke
proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
6342017
Automl-zero: Evolving machine learning algorithms from scratch
E Real, C Liang, D So, Q Le
International conference on machine learning, 8007-8019, 2020
2702020
Attention for fine-grained categorization
P Sermanet, A Frome, E Real
arXiv preprint arXiv:1412.7054, 2014
2042014
Symbolic discovery of optimization algorithms
X Chen, C Liang, D Huang, E Real, K Wang, H Pham, X Dong, T Luong, ...
Advances in Neural Information Processing Systems 36, 2024
1642024
Aging evolution for image classifier architecture search
E Real, A Aggarwal, Y Huang, QV Le
AAAI conference on artificial intelligence 2, 2, 2019
1112019
Evolving reinforcement learning algorithms
JD Co-Reyes, Y Miao, D Peng, E Real, S Levine, QV Le, H Lee, A Faust
arXiv preprint arXiv:2101.03958, 2021
742021
Neural circuit inference from function to structure
E Real, H Asari, T Gollisch, M Meister
Current Biology 27 (2), 189-198, 2017
692017
PyGlove: Symbolic programming for automated machine learning
D Peng, X Dong, E Real, M Tan, Y Lu, G Bender, H Liu, A Kraft, C Liang, ...
Advances in Neural Information Processing Systems 33, 96-108, 2020
312020
Large-scale evolution of image classifiers. 2017
E Real, S Moore, A Selle, S Saxena, YL Suematsu, Q Le, A Kurakin
URL https://arxiv. org/abs/1703.01041, 2017
142017
Evolved Optimizer for Vision
X Chen, C Liang, D Huang, E Real, Y Liu, K Wang, CJ Hsieh, Y Lu, QV Le
First Conference on Automated Machine Learning (Late-Breaking Workshop), 2022
122022
Optimizing neural network architectures
JA Dean, S Moore, EA Real, TM Breuel
US Patent App. 16/540,558, 2019
82019
Regularized neural network architecture search
Y Huang, A Aggarwal, QV Le, EA Real
US Patent 11,144,831, 2021
72021
Multi-objective evolution for generalizable policy gradient algorithms
JJ Garau-Luis, Y Miao, JD Co-Reyes, A Parisi, J Tan, E Real, A Faust
ICLR 2022 Workshop on Generalizable Policy Learning in Physical World, 2022
32022
Discovering adaptable symbolic algorithms from scratch
S Kelly, DS Park, X Song, M McIntire, P Nashikkar, R Guha, W Banzhaf, ...
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
22023
Models of visual processing by the retina
EA Real
Harvard University, 2012
22012
Unified Functional Hashing in Automatic Machine Learning
R Gillard, S Jonany, Y Miao, M Munn, C de Souza, J Dungay, C Liang, ...
arXiv preprint arXiv:2302.05433, 2023
12023
Machine learning algorithm search
C Liang, DR So, EA Real, QV Le
US Patent App. 17/795,087, 2022
12022
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