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Differentiable Greedy Networks

Oct 30, 2018
Thomas Powers, Rasool Fakoor, Siamak Shakeri, Abhinav Sethy, Amanjit Kainth, Abdel-rahman Mohamed, Ruhi Sarikaya

* Work in progress and under review 

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Direct optimization of F-measure for retrieval-based personal question answering

Sep 28, 2018
Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya

* accepted at SLT2018 

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Memory-augmented Attention Modelling for Videos

Apr 24, 2017
Rasool Fakoor, Abdel-rahman Mohamed, Margaret Mitchell, Sing Bing Kang, Pushmeet Kohli

* Revised version, minor changes, add the link for the source codes 

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Deep API Programmer: Learning to Program with APIs

Apr 14, 2017
Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli

* 8 pages + 4 pages of supplementary material. Submitted to IJCAI 2017 

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RobustFill: Neural Program Learning under Noisy I/O

Mar 21, 2017
Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli

* 8 pages + 9 pages of supplementary material 

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Neuro-Symbolic Program Synthesis

Nov 06, 2016
Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh, Lihong Li, Dengyong Zhou, Pushmeet Kohli


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Blending LSTMs into CNNs

Sep 14, 2016
Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Ozlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton


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Improvements to deep convolutional neural networks for LVCSR

Dec 10, 2013
Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomas Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran

* 6 pages, 1 figure 

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Speech Recognition with Deep Recurrent Neural Networks

Mar 22, 2013
Alex Graves, Abdel-rahman Mohamed, Geoffrey Hinton

* To appear in ICASSP 2013 

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