Alex Graves
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
27
Venues
9
Active years
2005–2021
Best venue rank
A*
Where they publish
Papers
27 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2021 | ICLR | Practical Real Time Recurrent Learning with a Sparse Approximation. | Jacob Menick, Erich Elsen, Utku Evci, Simon Osindero, Karen Simonyan, Alex Graves |
| 2018 | ICLR | Noisy Networks For Exploration. | Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot, Jacob Menick, Matteo Hessel, Ian Osband, Alex Graves, Volodymyr Mnih, Rmi Munos, Demis Hassabis, Olivier Pietquin, Charles Blundell, Shane Legg |
| 2018 | ICLR | The Kanerva Machine: A Generative Distributed Memory. | Yan Wu, Greg Wayne, Alex Graves, Timothy P. Lillicrap |
| 2018 | ICML | Parallel WaveNet: Fast High-Fidelity Speech Synthesis. | Aron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis |
| 2017 | ICML | Automated Curriculum Learning for Neural Networks. | Alex Graves, Marc G. Bellemare, Jacob Menick, Rmi Munos, Koray Kavukcuoglu |
| 2017 | ICML | Decoupled Neural Interfaces using Synthetic Gradients. | Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, David Silver, Koray Kavukcuoglu |
| 2017 | ICML | Video Pixel Networks. | Nal Kalchbrenner, Aron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu |
| 2017 | IJCNN | Plenary talks: Frontiers in recurrent neural network research. | Alex Graves |
| 2016 | ICML | Associative Long Short-Term Memory. | Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves |
| 2016 | ICML | Asynchronous Methods for Deep Reinforcement Learning. | Volodymyr Mnih, Adri Puigdomnech Badia, Mehdi Mirza, Alex Graves, Timothy P. Lillicrap, Tim Harley, David Silver, Koray Kavukcuoglu |
| 2015 | ICASSP | Learning acoustic frame labeling for speech recognition with recurrent neural networks. | Hasim Sak, Andrew W. Senior, Kanishka Rao, Ozan Irsoy, Alex Graves, Franoise Beaufays, Johan Schalkwyk |
| 2015 | ICML | DRAW: A Recurrent Neural Network For Image Generation. | Karol Gregor, Ivo Danihelka, Alex Graves, Danilo Jimenez Rezende, Daan Wierstra |
| 2014 | ICML | Towards End-To-End Speech Recognition with Recurrent Neural Networks. | Alex Graves, Navdeep Jaitly |
| 2013 | ASRU | Hybrid speech recognition with Deep Bidirectional LSTM. | Alex Graves, Navdeep Jaitly, Abdel-rahman Mohamed |
| 2013 | ICASSP | Speech recognition with deep recurrent neural networks. | Alex Graves, Abdel-rahman Mohamed, Geoffrey E. Hinton |
| 2010 | ICMLA | Multimodal Parameter-exploring Policy Gradients. | Frank Sehnke, Alex Graves, Christian Osendorfer, Jrgen Schmidhuber |
| 2009 | ASRU | From speech to letters - using a novel neural network architecture for grapheme based ASR. | Florian Eyben, Martin Wllmer, Bjrn W. Schuller, Alex Graves |
| 2009 | ICASSP | Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks. | Martin Wllmer, Florian Eyben, Joseph Keshet, Alex Graves, Bjrn W. Schuller, Gerhard Rigoll |
| 2008 | ICANN | Policy Gradients with Parameter-Based Exploration for Control. | Frank Sehnke, Christian Osendorfer, Thomas Rckstie, Alex Graves, Jan Peters, Jrgen Schmidhuber |
| 2007 | ESANN | RNN-based Learning of Compact Maps for Efficient Robot Localization. | Alexander Frster, Alex Graves, Jrgen Schmidhuber |
| 2007 | ICANN | An Application of Recurrent Neural Networks to Discriminative Keyword Spotting. | Santiago Fernndez, Alex Graves, Jrgen Schmidhuber |
| 2007 | ICANN | Multi-dimensional Recurrent Neural Networks. | Alex Graves, Santiago Fernndez, Jrgen Schmidhuber |
| 2007 | IJCAI | Sequence Labelling in Structured Domains with Hierarchical Recurrent Neural Networks. | Santiago Fernndez, Alex Graves, Jrgen Schmidhuber |
| 2006 | ICML | Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks. | Alex Graves, Santiago Fernndez, Faustino J. Gomez, Jrgen Schmidhuber |
| 2005 | ICANN | Classifying Unprompted Speech by Retraining LSTM Nets. | Nicole Beringer, Alex Graves, Florian Schiel, Jrgen Schmidhuber |
| 2005 | ICANN | Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition. | Alex Graves, Santiago Fernndez, Jrgen Schmidhuber |
| 2005 | IJCNN | Framewise phoneme classification with bidirectional LSTM networks. | Alex Graves, Jrgen Schmidhuber |