| Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups G Hinton, L Deng, D Yu, GE Dahl, A Mohamed, N Jaitly, A Senior, ... IEEE Signal processing magazine 29 (6), 82-97, 2012 | 8595 | 2012 |
| Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition GE Dahl, D Yu, L Deng, A Acero IEEE Transactions on audio, speech, and language processing 20 (1), 30-42, 2011 | 2884 | 2011 |
| Deep learning: methods and applications L Deng, D Yu Foundations and Trends in Signal Processing, 2014 | 2703 | 2014 |
| Convolutional neural networks for speech recognition O Abdel-Hamid, A Mohamed, H Jiang, L Deng, G Penn, D Yu IEEE/ACM Transactions on audio, speech, and language processing 22 (10 …, 2014 | 1370 | 2014 |
| Stacked attention networks for image question answering Z Yang, X He, J Gao, L Deng, A Smola Proceedings of the IEEE conference on computer vision and pattern …, 2016 | 1108 | 2016 |
| Learning deep structured semantic models for web search using clickthrough data PS Huang, X He, J Gao, L Deng, A Acero, L Heck Proceedings of the 22nd ACM international conference on Information …, 2013 | 1101 | 2013 |
| From captions to visual concepts and back H Fang, S Gupta, F Iandola, RK Srivastava, L Deng, P Dollár, J Gao, X He, ... Proceedings of the IEEE conference on computer vision and pattern …, 2015 | 1012 | 2015 |
| New types of deep neural network learning for speech recognition and related applications: An overview L Deng, G Hinton, B Kingsbury 2013 IEEE international conference on acoustics, speech and signal …, 2013 | 820 | 2013 |
| Automatic Speech Recognition - A Deep Learning Approach D Yu, L Deng Springer, London, 2015 | 790* | 2015 |
| Embedding entities and relations for learning and inference in knowledge bases B Yang, W Yih, X He, J Gao, L Deng arXiv preprint arXiv:1412.6575, 2014 | 758 | 2014 |
| Recent advances in deep learning for speech research at Microsoft L Deng, J Li, JT Huang, K Yao, D Yu, F Seide, M Seltzer, G Zweig, X He, ... 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 652 | 2013 |
| The mnist database of handwritten digit images for machine learning research [best of the web] L Deng IEEE Signal Processing Magazine 29 (6), 141-142, 2012 | 645 | 2012 |
| Deep sentence embedding using long short-term memory networks: Analysis and application to information retrieval H Palangi, L Deng, Y Shen, J Gao, X He, J Chen, X Song, R Ward IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (4), 694-707, 2016 | 531 | 2016 |
| Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers JT Huang, J Li, D Yu, L Deng, Y Gong 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 511 | 2013 |
| A tutorial survey of architectures, algorithms, and applications for deep learning L Deng APSIPA Transactions on Signal and Information Processing 3, 2014 | 505 | 2014 |
| Learning semantic representations using convolutional neural networks for web search Y Shen, X He, J Gao, L Deng, G Mesnil Proceedings of the 23rd international conference on world wide web, 373-374, 2014 | 478 | 2014 |
| A latent semantic model with convolutional-pooling structure for information retrieval Y Shen, X He, J Gao, L Deng, G Mesnil Proceedings of the 23rd ACM international conference on conference on …, 2014 | 474 | 2014 |
| Using recurrent neural networks for slot filling in spoken language understanding G Mesnil, Y Dauphin, K Yao, Y Bengio, L Deng, D Hakkani-Tur, X He, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (3), 530-539, 2014 | 433 | 2014 |
| Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding. G Mesnil, X He, L Deng, Y Bengio Interspeech, 3771-3775, 2013 | 431 | 2013 |
| Deep learning and its applications to signal and information processing [exploratory dsp] D Yu, L Deng IEEE Signal Processing Magazine 28 (1), 145-154, 2010 | 413 | 2010 |
Xiaodong He (何晓冬)AI Lab, JD.COM (京东AI研究院); IEEE/CAAI FellowGeverifieerd e-mailadres voor ieee.org
