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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
32292019
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
19402017
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
7512019
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
6782017
Automl-zero: Evolving machine learning algorithms from scratch
E Real, C Liang, D So, Q Le
International conference on machine learning, 8007-8019, 2020
3042020
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
2692024
Attention for fine-grained categorization
P Sermanet, A Frome, E Real
arXiv preprint arXiv:1412.7054, 2014
2082014
Aging evolution for image classifier architecture search
E Real, A Aggarwal, Y Huang, QV Le
AAAI conference on artificial intelligence 2, 2, 2019
1162019
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
862021
Neural circuit inference from function to structure
E Real, H Asari, T Gollisch, M Meister
Current Biology 27 (2), 189-198, 2017
742017
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
322020
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
162017
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
132022
Optimizing neural network architectures
JA Dean, S Moore, EA Real, TM Breuel
US Patent App. 16/540,558, 2019
112019
Regularized neural network architecture search
Y Huang, A Aggarwal, QV Le, EA Real
US Patent 11,144,831, 2021
82021
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
72023
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
42022
Models of visual processing by the retina
EA Real
Harvard University, 2012
32012
Evolving pareto-optimal actor-critic algorithms for generalizability and stability
JJ Garau-Luis, Y Miao, JD Co-Reyes, A Parisi, J Tan, E Real, A Faust
arXiv preprint arXiv:2204.04292, 2022
22022
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
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