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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
33672019
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
20092017
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
8022019
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
7042017
Automl-zero: Evolving machine learning algorithms from scratch
E Real, C Liang, D So, Q Le
International conference on machine learning, 8007-8019, 2020
3252020
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
3242024
Attention for fine-grained categorization
P Sermanet, A Frome, E Real
arXiv preprint arXiv:1412.7054, 2014
2092014
Aging evolution for image classifier architecture search
E Real, A Aggarwal, Y Huang, QV Le
AAAI conference on artificial intelligence 2, 2, 2019
1272019
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
922021
Neural circuit inference from function to structure
E Real, H Asari, T Gollisch, M Meister
Current Biology 27 (2), 189-198, 2017
752017
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
172017
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
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
22023
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
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