Po-Sen Huang
Po-Sen Huang
Research Scientist, Google DeepMind
Adresse e-mail validée de google.com - Page d'accueil
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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
12122013
DEEP LEARNING FOR MONAURAL SPEECH SEPARATION
PS Huang, M Kim, M Hasegawa-Johnson, P Smaragdis
ICASSP 1, 2014
3612014
Joint optimization of masks and deep recurrent neural networks for monaural source separation
PS Huang, M Kim, M Hasegawa-Johnson, P Smaragdis
IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (12 …, 2015
3502015
SINGING-VOICE SEPARATION FROM MONAURAL RECORDINGS USING ROBUST PRINCIPAL COMPONENT ANALYSIS
PS Huang, SD Chen, P Smaragdis, M Hasegawa-Johnson
3472012
Reasonet: Learning to stop reading in machine comprehension
Y Shen, PS Huang, J Gao, W Chen
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
2502017
Singing-Voice Separation from Monaural Recordings using Deep Recurrent Neural Networks.
PS Huang, M Kim, M Hasegawa-Johnson, P Smaragdis
ISMIR, 477-482, 2014
1352014
Kernel methods match deep neural networks on timit
PS Huang, H Avron, TN Sainath, V Sindhwani, B Ramabhadran
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
1302014
Are Labels Required for Improving Adversarial Robustness?
J Uesato, JB Alayrac, PS Huang, A Fawzi, R Stanforth, P Kohli
Advances in Neural Information Processing Systems, 12192-12202, 2019
88*2019
Natural language to structured query generation via meta-learning
PS Huang, C Wang, R Singh, W Yih, X He
arXiv preprint arXiv:1803.02400, 2018
722018
Towards Neural Phrase-based Machine Translation
PS Huang, C Wang, D Zhou, L Deng
arXiv preprint arXiv:1706.05565, 2017
662017
A block-based 2D-to-3D conversion system with bilateral filter
CC Cheng, CT Li, PS Huang, TK Lin, YM Tsai, LG Chen
2009 Digest of Technical Papers International Conference on Consumer …, 2009
532009
M-walk: Learning to walk over graphs using monte carlo tree search
Y Shen, J Chen, PS Huang, Y Guo, J Gao
arXiv preprint arXiv:1802.04394, 2018
46*2018
Discourse-aware neural rewards for coherent text generation
A Bosselut, A Celikyilmaz, X He, J Gao, PS Huang, Y Choi
arXiv preprint arXiv:1805.03766, 2018
402018
Predicting speech recognition confidence using deep learning with word identity and score features
PS Huang, K Kumar, C Liu, Y Gong, L Deng
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
402013
Achieving verified robustness to symbol substitutions via interval bound propagation
PS Huang, R Stanforth, J Welbl, C Dyer, D Yogatama, S Gowal, ...
arXiv preprint arXiv:1909.01492, 2019
392019
Traversing knowledge graph in vector space without symbolic space guidance
Y Shen, PS Huang, MW Chang, J Gao
arXiv preprint arXiv:1611.04642, 2016
38*2016
Random features for kernel deep convex network
PS Huang, L Deng, M Hasegawa-Johnson, X He
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
372013
Two-stage synthesis networks for transfer learning in machine comprehension
D Golub, PS Huang, X He, L Deng
arXiv preprint arXiv:1706.09789, 2017
312017
Deep structured semantic model produced using click-through data
P Huang, X He, J Gao, L Deng, A Acero, LP Heck
US Patent 9,519,859, 2016
292016
Execution-guided neural program decoding
C Wang, PS Huang, A Polozov, M Brockschmidt, R Singh
ICML workshop on Neural Abstract Machines and Program Induction v2 (NAMPI), 2018
272018
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