Abdel-rahman Mohamed

Publication Activity (10 Years)

Years Active: 2010-2018
Publications (10 Years): 15

Top Topics

Multiresolution

Direct Optimization

Top Venues

Publications

Thomas Powers, Rasool Fakoor, Siamak Shakeri, Abhinav Sethy, Amanjit Kainth, Abdel-rahman Mohamed, Ruhi Sarikaya
Differentiable Greedy Networks. CoRR (2018)
Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya
Direct optimization of F-measure for retrieval-based personal question answering. CoRR (2018)
Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya
Direct Optimization of F-Measure for Retrieval-Based Personal Question Answering. SLT (2018)
Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli
RobustFill: Neural Program Learning under Noisy I/O. ICML (2017)
Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli
Deep API Programmer: Learning to Program with APIs. CoRR (2017)
Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh, Lihong Li, Dengyong Zhou, Pushmeet Kohli
Neuro-Symbolic Program Synthesis. ICLR (Poster) (2017)
Kavosh Asadi, Cameron Allen, Melrose Roderick, Abdel-rahman Mohamed, George Dimitri Konidaris, Michael L. Littman
Mean Actor Critic. CoRR (2017)
Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli
RobustFill: Neural Program Learning under Noisy I/O. CoRR (2017)
Rasool Fakoor, Abdel-rahman Mohamed, Margaret Mitchell, Sing Bing Kang, Pushmeet Kohli
Memory-augmented Attention Modelling for Videos. CoRR (2016)
Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff A. Bilmes, Matthai Philipose, Matthew Richardson, Krzysztof J. Geras, Gregor Urban, Özlem Aslan
Analysis of Deep Neural Networks with Extended Data Jacobian Matrix. ICML (2016)
Rodrigo Nogueira, Taesup Kim, Abdel-rahman Mohamed, Ahmed Hassan Awadallah, Pushmeet Kohli, Ahmed Mohamed
MSR System Description - TAC 2016 KBP Cold Start Slof Filling Track. TAC (2016)
Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh, Lihong Li, Dengyong Zhou, Pushmeet Kohli
Neuro-Symbolic Program Synthesis. CoRR (2016)
Abdel-rahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn
Deep bi-directional recurrent networks over spectral windows. ASRU (2015)
Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Özlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton
Compressing LSTMs into CNNs. CoRR (2015)
Tara N. Sainath, Brian Kingsbury, George Saon, Hagen Soltau, Abdel-rahman Mohamed, George E. Dahl, Bhuvana Ramabhadran
Deep Convolutional Neural Networks for Large-scale Speech Tasks. Neural Networks 64 (2015)
Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George Saon, Bhuvana Ramabhadran
Improvements to filterbank and delta learning within a deep neural network framework. ICASSP (2014)
Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Li Deng, Gerald Penn, Dong Yu
Convolutional Neural Networks for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 22 (10) (2014)
Alex Graves, Abdel-rahman Mohamed, Geoffrey E. Hinton
Speech recognition with deep recurrent neural networks. ICASSP (2013)
Tara N. Sainath, Abdel-rahman Mohamed, Brian Kingsbury, Bhuvana Ramabhadran
Deep convolutional neural networks for LVCSR. ICASSP (2013)
Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomás Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran
Improvements to deep convolutional neural networks for LVCSR. CoRR (2013)
Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, Bhuvana Ramabhadran
Learning filter banks within a deep neural network framework. ASRU (2013)
Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomás Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran
Improvements to Deep Convolutional Neural Networks for LVCSR. ASRU (2013)
Alex Graves, Navdeep Jaitly, Abdel-rahman Mohamed
Hybrid speech recognition with Deep Bidirectional LSTM. ASRU (2013)
Alex Graves, Abdel-rahman Mohamed, Geoffrey E. Hinton
Speech Recognition with Deep Recurrent Neural Networks CoRR (2013)
Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Gerald Penn
Applying Convolutional Neural Networks concepts to hybrid NN-HMM model for speech recognition. ICASSP (2012)
Yichuan Tang, Abdel-rahman Mohamed
Multiresolution Deep Belief Networks. AISTATS (2012)
Abdel-rahman Mohamed, George E. Dahl, Geoffrey E. Hinton
Acoustic Modeling Using Deep Belief Networks. IEEE Trans. Speech Audio Process. 20 (1) (2012)
Abdel-rahman Mohamed, Geoffrey E. Hinton, Gerald Penn
Understanding how Deep Belief Networks perform acoustic modelling. ICASSP (2012)
Tara N. Sainath, Brian Kingsbury, Bhuvana Ramabhadran, Petr Fousek, Petr Novák, Abdel-rahman Mohamed
Making Deep Belief Networks effective for large vocabulary continuous speech recognition. ASRU (2011)
Abdel-rahman Mohamed, Tara N. Sainath, George E. Dahl, Bhuvana Ramabhadran, Geoffrey E. Hinton, Michael A. Picheny
Deep Belief Networks using discriminative features for phone recognition. ICASSP (2011)
George E. Dahl, Marc'Aurelio Ranzato, Abdel-rahman Mohamed, Geoffrey E. Hinton
Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine. NIPS (2010)
Abdel-rahman Mohamed, Dong Yu, Li Deng
Investigation of full-sequence training of deep belief networks for speech recognition. INTERSPEECH (2010)
Abdel-rahman Mohamed, Geoffrey E. Hinton
Phone recognition using Restricted Boltzmann Machines. ICASSP (2010)
Li Deng, Michael L. Seltzer, Dong Yu, Alex Acero, Abdel-rahman Mohamed, Geoffrey E. Hinton
Binary coding of speech spectrograms using a deep auto-encoder. INTERSPEECH (2010)