Adam Coates
Adam Coates
Apple. Previously Khosla Ventures, Baidu SVAIL, Stanford PhD
Verified email at - Homepage
TitleCited byYear
An analysis of single-layer networks in unsupervised feature learning
A Coates, H Lee, AY Ng
AISTATS 2011 1001, 2011
Reading Digits in Natural Images with Unsupervised Feature Learning
Y Netzer, T Wang, A Coates, A Bissacco, B Wu, AY Ng
NIPS 2011 Workshop on Deep Learning and Unsupervised Feature Learning, 2011
Deep speech 2: End-to-end speech recognition in english and mandarin
D Amodei, S Ananthanarayanan, R Anubhai, J Bai, E Battenberg, C Case, ...
International conference on machine learning, 173-182, 2016
Deep speech: Scaling up end-to-end speech recognition
A Hannun, C Case, J Casper, B Catanzaro, G Diamos, E Elsen, ...
arXiv preprint arXiv:1412.5567, 2014
Autonomous inverted helicopter flight via reinforcement learning
A Ng, A Coates, M Diel, V Ganapathi, J Schulte, B Tse, E Berger, E Liang
International Symposium on Experimental Robotics, 2004
On optimization methods for deep learning
QV Le, J Ngiam, A Coates, A Lahiri, B Prochnow, AY Ng
Proceedings of the 28th International Conference on International Conferenceá…, 2011
End-to-End Text Recognition with Convolutional Neural Networks
T Wang, DJ Wu, A Coates, AY Ng
International Conference on Pattern Recognition, 2012
The importance of encoding versus training with sparse coding and vector quantization
A Coates, AY Ng
Proceedings of the 28th international conference on machine learning (ICMLá…, 2011
Deep learning with COTS HPC systems
A Coates, B Huval, T Wang, D Wu, B Catanzaro, A Ng
Proceedings of the 30th International Conference on Machine Learning (ICMLá…, 2013
An application of reinforcement learning to aerobatic helicopter flight
P Abbeel, A Coates, M Quigley, AY Ng
Advances in neural information processing systems, 1-8, 2007
Learning feature representations with k-means
A Coates, AY Ng
Neural networks: Tricks of the trade, 561-580, 2012
Autonomous helicopter aerobatics through apprenticeship learning
P Abbeel, A Coates, AY Ng
The International Journal of Robotics Research 29 (13), 1608-1639, 2010
Text Detection and Character Recognition in Scene Images with Unsupervised Feature Learning.
A Coates, B Carpenter, C Case, S Satheesh, B Suresh, T Wang, DJ Wu, ...
ICDAR 11, 440-445, 2011
An empirical evaluation of deep learning on highway driving
B Huval, T Wang, S Tandon, J Kiske, W Song, J Pazhayampallil, ...
arXiv preprint arXiv:1504.01716, 2015
Learning for control from multiple demonstrations
A Coates, P Abbeel, AY Ng
Proceedings of the 25th international conference on Machine learning, 144-151, 2008
Deep voice: Real-time neural text-to-speech
SÍ Arik, M Chrzanowski, A Coates, G Diamos, A Gibiansky, Y Kang, X Li, ...
Proceedings of the 34th International Conference on Machine Learning-Volumeá…, 2017
Selecting Receptive Fields in Deep Networks
A Coates, AY Ng
Advances in Neural Information Processing Systems, 2011
Discriminative Training of Kalman Filters.
P Abbeel, A Coates, M Montemerlo, AY Ng, S Thrun
Robotics: Science and systems 2, 1, 2005
Apprenticeship learning for helicopter control
A Coates, P Abbeel, AY Ng
Communications of the ACM 52 (7), 97-105, 2009
Sub-meter indoor localization in unmodified environments with inexpensive sensors
M Quigley, D Stavens, A Coates, S Thrun
2010 IEEE/RSJ International Conference on Intelligent Robots and Systemsá…, 2010
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Articles 1–20