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 | 6305 | 2011 |
An analysis of single-layer networks in unsupervised feature learning A Coates, H Lee, AY Ng AISTATS 2011 1001, 2011 | 4621 | 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 | 3773 | 2016 |
Deep Speech: Scaling up end-to-end speech recognition A Hannun arXiv preprint arXiv:1412.5567, 2014 | 2693 | 2014 |
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 conference …, 2011 | 1362 | 2011 |
End-to-End Text Recognition with Convolutional Neural Networks T Wang, DJ Wu, A Coates, AY Ng International Conference on Pattern Recognition, 2012 | 1258 | 2012 |
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 | 1234 | 2004 |
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 (ICML …, 2013 | 980 | 2013 |
Learning feature representations with k-means A Coates, AY Ng Neural Networks: Tricks of the Trade: Second Edition, 561-580, 2012 | 954 | 2012 |
An application of reinforcement learning to aerobatic helicopter flight P Abbeel, A Coates, M Quigley, A Ng Advances in neural information processing systems 19, 2006 | 951 | 2006 |
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 | 949 | 2015 |
Autonomous helicopter aerobatics through apprenticeship learning P Abbeel, A Coates, AY Ng The International Journal of Robotics Research 29 (13), 1608-1639, 2010 | 838 | 2010 |
Deep voice: Real-time neural text-to-speech SÖ Arık, M Chrzanowski, A Coates, G Diamos, A Gibiansky, Y Kang, X Li, ... International conference on machine learning, 195-204, 2017 | 822 | 2017 |
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 (ICML …, 2011 | 787 | 2011 |
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, ... 2011 International Conference on Document Analysis and Recognition, 440-445, 2011 | 575 | 2011 |
Cold fusion: Training seq2seq models together with language models A Sriram, H Jun, S Satheesh, A Coates arXiv preprint arXiv:1708.06426, 2017 | 342 | 2017 |
Learning for control from multiple demonstrations A Coates, P Abbeel, AY Ng Proceedings of the 25th international conference on Machine learning, 144-151, 2008 | 320 | 2008 |
Selecting Receptive Fields in Deep Networks A Coates, AY Ng Advances in Neural Information Processing Systems, 2011 | 277 | 2011 |
Exploring neural transducers for end-to-end speech recognition E Battenberg, J Chen, R Child, A Coates, YGY Li, H Liu, S Satheesh, ... 2017 IEEE automatic speech recognition and understanding workshop (ASRU …, 2017 | 259 | 2017 |
Discriminative training of kalman filters. P Abbeel, A Coates, M Montemerlo, AY Ng, S Thrun Robotics: Science and systems 2, 1, 2005 | 202 | 2005 |