Abdel-rahman Mohamed

36 papers A* 2A 4C 5Misc 7Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2023	A	`conf`	Biased Self-supervised Learning for ASR. INTERSPEECH Florian L. Kreyssig, Yangyang Shi, Jinxi Guo, Leda Sari, Abdel-rahman Mohamed, Philip C. Woodland
2018	J	`jnl`	Differentiable Greedy Networks. CoRR Thomas Powers, Rasool Fakoor, Siamak Shakeri, Abhinav Sethy, Amanjit Kainth, Abdel-rahman Mohamed, Ruhi Sarikaya
2018	—	`conf`	Direct Optimization of F-Measure for Retrieval-Based Personal Question Answering. SLT Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya
2018	J	`jnl`	Direct optimization of F-measure for retrieval-based personal question answering. CoRR Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya
2017	J	`jnl`	Deep API Programmer: Learning to Program with APIs. CoRR Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli
2017	J	`jnl`	Mean Actor Critic. CoRR Kavosh Asadi, Cameron Allen, Melrose Roderick, Abdel-rahman Mohamed, George Dimitri Konidaris, Michael L. Littman
2017	—	`conf`	Neuro-Symbolic Program Synthesis. ICLR (Poster) Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh, Lihong Li, Dengyong Zhou, Pushmeet Kohli
2017	A*	`conf`	RobustFill: Neural Program Learning under Noisy I/O. ICML Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli
2017	J	`jnl`	RobustFill: Neural Program Learning under Noisy I/O. CoRR Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli
2016	A*	`conf`	Analysis of Deep Neural Networks with Extended Data Jacobian Matrix. ICML Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff A. Bilmes, Matthai Philipose, Matthew Richardson, Krzysztof J. Geras, Gregor Urban, Özlem Aslan
2016	—	`conf`	MSR System Description - TAC 2016 KBP Cold Start Slof Filling Track. TAC Rodrigo Nogueira, Taesup Kim, Abdel-rahman Mohamed, Ahmed Hassan Awadallah, Pushmeet Kohli, Ahmed Mohamed
2016	J	`jnl`	Memory-augmented Attention Modelling for Videos. CoRR Rasool Fakoor, Abdel-rahman Mohamed, Margaret Mitchell, Sing Bing Kang, Pushmeet Kohli
2016	J	`jnl`	Neuro-Symbolic Program Synthesis. CoRR Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh, Lihong Li, Dengyong Zhou, Pushmeet Kohli
2015	J	`jnl`	Compressing LSTMs into CNNs. CoRR Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Özlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton
2015	J	`jnl`	Deep Convolutional Neural Networks for Large-scale Speech Tasks. Neural Networks Tara N. Sainath, Brian Kingsbury, George Saon, Hagen Soltau, Abdel-rahman Mohamed, George E. Dahl, Bhuvana Ramabhadran
2015	C	`conf`	Deep bi-directional recurrent networks over spectral windows. ASRU Abdel-rahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn
2014	J	`jnl`	Convolutional Neural Networks for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Li Deng, Gerald Penn, Dong Yu
2014	—	`—`	Deep Neural Network Acoustic Models for ASR. Abdel-rahman Mohamed
2014	Misc	`conf`	Improvements to filterbank and delta learning within a deep neural network framework. ICASSP Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George Saon, Bhuvana Ramabhadran
2013	Misc	`conf`	Deep convolutional neural networks for LVCSR. ICASSP Tara N. Sainath, Abdel-rahman Mohamed, Brian Kingsbury, Bhuvana Ramabhadran
2013	C	`conf`	Hybrid speech recognition with Deep Bidirectional LSTM. ASRU Alex Graves, Navdeep Jaitly, Abdel-rahman Mohamed
2013	C	`conf`	Improvements to Deep Convolutional Neural Networks for LVCSR. ASRU Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomás Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran
2013	J	`jnl`	Improvements to deep convolutional neural networks for LVCSR. CoRR Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomás Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran
2013	C	`conf`	Learning filter banks within a deep neural network framework. ASRU Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, Bhuvana Ramabhadran
2013	J	`jnl`	Speech Recognition with Deep Recurrent Neural Networks CoRR Alex Graves, Abdel-rahman Mohamed, Geoffrey E. Hinton
2013	Misc	`conf`	Speech recognition with deep recurrent neural networks. ICASSP Alex Graves, Abdel-rahman Mohamed, Geoffrey E. Hinton
2012	J	`jnl`	Acoustic Modeling Using Deep Belief Networks. IEEE Trans. Speech Audio Process. Abdel-rahman Mohamed, George E. Dahl, Geoffrey E. Hinton
2012	Misc	`conf`	Applying Convolutional Neural Networks concepts to hybrid NN-HMM model for speech recognition. ICASSP Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Gerald Penn
2012	A	`conf`	Multiresolution Deep Belief Networks. AISTATS Yichuan Tang, Abdel-rahman Mohamed
2012	Misc	`conf`	Understanding how Deep Belief Networks perform acoustic modelling. ICASSP Abdel-rahman Mohamed, Geoffrey E. Hinton, Gerald Penn
2011	Misc	`conf`	Deep Belief Networks using discriminative features for phone recognition. ICASSP Abdel-rahman Mohamed, Tara N. Sainath, George E. Dahl, Bhuvana Ramabhadran, Geoffrey E. Hinton, Michael A. Picheny
2011	C	`conf`	Making Deep Belief Networks effective for large vocabulary continuous speech recognition. ASRU Tara N. Sainath, Brian Kingsbury, Bhuvana Ramabhadran, Petr Fousek, Petr Novák, Abdel-rahman Mohamed
2010	A	`conf`	Binary coding of speech spectrograms using a deep auto-encoder. INTERSPEECH Li Deng, Michael L. Seltzer, Dong Yu, Alex Acero, Abdel-rahman Mohamed, Geoffrey E. Hinton
2010	A	`conf`	Investigation of full-sequence training of deep belief networks for speech recognition. INTERSPEECH Abdel-rahman Mohamed, Dong Yu, Li Deng
2010	—	`conf`	Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine. NIPS George E. Dahl, Marc'Aurelio Ranzato, Abdel-rahman Mohamed, Geoffrey E. Hinton
2010	Misc	`conf`	Phone recognition using Restricted Boltzmann Machines. ICASSP Abdel-rahman Mohamed, Geoffrey E. Hinton