Abdel-rahman Mohamed
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
18
Venues
5
Active years
2010–2023
Best venue rank
A*
Where they publish
Papers
18 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | Interspeech | Biased Self-supervised Learning for ASR. | Florian L. Kreyssig, Yangyang Shi, Jinxi Guo, Leda Sari, Abdel-rahman Mohamed, Philip C. Woodland |
| 2017 | ICLR | Neuro-Symbolic Program Synthesis. | Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh, Lihong Li, Dengyong Zhou, Pushmeet Kohli |
| 2017 | ICML | RobustFill: Neural Program Learning under Noisy I/O. | Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli |
| 2016 | ICML | Analysis of Deep Neural Networks with Extended Data Jacobian Matrix. | Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff A. Bilmes, Matthai Philipose, Matthew Richardson, Krzysztof J. Geras, Gregor Urban, zlem Aslan |
| 2015 | ASRU | Deep bi-directional recurrent networks over spectral windows. | Abdel-rahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn |
| 2014 | ICASSP | Improvements to filterbank and delta learning within a deep neural network framework. | Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George Saon, Bhuvana Ramabhadran |
| 2013 | ASRU | Hybrid speech recognition with Deep Bidirectional LSTM. | Alex Graves, Navdeep Jaitly, Abdel-rahman Mohamed |
| 2013 | ASRU | Improvements to Deep Convolutional Neural Networks for LVCSR. | Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Toms Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran |
| 2013 | ASRU | Learning filter banks within a deep neural network framework. | Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, Bhuvana Ramabhadran |
| 2013 | ICASSP | Speech recognition with deep recurrent neural networks. | Alex Graves, Abdel-rahman Mohamed, Geoffrey E. Hinton |
| 2013 | ICASSP | Deep convolutional neural networks for LVCSR. | Tara N. Sainath, Abdel-rahman Mohamed, Brian Kingsbury, Bhuvana Ramabhadran |
| 2012 | ICASSP | Applying Convolutional Neural Networks concepts to hybrid NN-HMM model for speech recognition. | Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Gerald Penn |
| 2012 | ICASSP | Understanding how Deep Belief Networks perform acoustic modelling. | Abdel-rahman Mohamed, Geoffrey E. Hinton, Gerald Penn |
| 2011 | ASRU | Making Deep Belief Networks effective for large vocabulary continuous speech recognition. | Tara N. Sainath, Brian Kingsbury, Bhuvana Ramabhadran, Petr Fousek, Petr Novk, Abdel-rahman Mohamed |
| 2011 | ICASSP | Deep Belief Networks using discriminative features for phone recognition. | Abdel-rahman Mohamed, Tara N. Sainath, George E. Dahl, Bhuvana Ramabhadran, Geoffrey E. Hinton, Michael A. Picheny |
| 2010 | ICASSP | Phone recognition using Restricted Boltzmann Machines. | Abdel-rahman Mohamed, Geoffrey E. Hinton |
| 2010 | Interspeech | Binary coding of speech spectrograms using a deep auto-encoder. | Li Deng, Michael L. Seltzer, Dong Yu, Alex Acero, Abdel-rahman Mohamed, Geoffrey E. Hinton |
| 2010 | Interspeech | Investigation of full-sequence training of deep belief networks for speech recognition. | Abdel-rahman Mohamed, Dong Yu, Li Deng |