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Li Deng
Li Deng
Chief AI Officer, Citadel (former)
Adresă de e-mail confirmată pe ieee.org - Pagina de pornire
Titlu
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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
142192012
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
62992012
Deep learning: methods and applications
L Deng, D Yu
Foundations and Trends in Signal Processing, 2014
62672014
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
42022014
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
41052011
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
30112014
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
24702013
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
23952016
Ms marco: A human-generated machine reading comprehension dataset
T Nguyen, M Rosenberg, X Song, J Gao, S Tiwary, R Majumder, L Deng
17492016
Automatic Speech Recognition - A Deep Learning Approach
D Yu, L Deng
Springer, London, 2015
1746*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
16982013
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
16962015
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
10852016
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
10752013
A tutorial survey of architectures, algorithms, and applications for deep learning
L Deng
APSIPA Transactions on Signal and Information Processing 3, 2014
10142014
Ms marco: A human generated machine reading comprehension dataset
P Bajaj, D Campos, N Craswell, L Deng, J Gao, X Liu, R Majumder, ...
arXiv preprint arXiv:1611.09268, 2016
8832016
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
8812014
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
8732014
Deep learning in natural language processing
L Deng, Y Liu
Springer, 2018
841*2018
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
8072013
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