Alex Graves

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 36

Top Venues

CoRR

ICML

NIPS

ICLR (Poster)

Technical University Munich (PHD)

Education History

Technical University Munich

PHD

Publications

Alex Graves, Rupesh Kumar Srivastava, Timothy Atkinson, Faustino J. Gomez
Bayesian Flow Networks. CoRR (2023)
Jacob Menick, Erich Elsen, Utku Evci, Simon Osindero, Karen Simonyan, Alex Graves
Practical Real Time Recurrent Learning with a Sparse Approximation. ICLR (2021)
Jacob Menick, Erich Elsen, Utku Evci, Simon Osindero, Karen Simonyan, Alex Graves
A Practical Sparse Approximation for Real Time Recurrent Learning. CoRR (2020)
Yan Wu, Greg Wayne, Alex Graves, Timothy P. Lillicrap
The Kanerva Machine: A Generative Distributed Memory. ICLR (Poster) (2018)
Aäron 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
Parallel WaveNet: Fast High-Fidelity Speech Synthesis. ICML (2018)
Alex Graves, Jacob Menick, Aäron van den Oord
Associative Compression Networks for Representation Learning. CoRR (2018)
Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot, Jacob Menick, Matteo Hessel, Ian Osband, Alex Graves, Volodymyr Mnih, Rémi Munos, Demis Hassabis, Olivier Pietquin, Charles Blundell, Shane Legg
Noisy Networks For Exploration. ICLR (Poster) (2018)
Yan Wu, Greg Wayne, Alex Graves, Timothy P. Lillicrap
The Kanerva Machine: A Generative Distributed Memory. CoRR (2018)
Nal Kalchbrenner, Aäron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu
Video Pixel Networks. ICML (2017)
Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, David Silver, Koray Kavukcuoglu
Decoupled Neural Interfaces using Synthetic Gradients. ICML (2017)
Aäron 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
Parallel WaveNet: Fast High-Fidelity Speech Synthesis. CoRR (2017)
Alex Graves, Marc G. Bellemare, Jacob Menick, Rémi Munos, Koray Kavukcuoglu
Automated Curriculum Learning for Neural Networks. ICML (2017)
Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot, Jacob Menick, Ian Osband, Alex Graves, Vlad Mnih, Rémi Munos, Demis Hassabis, Olivier Pietquin, Charles Blundell, Shane Legg
Noisy Networks for Exploration. CoRR (2017)
Alex Graves, Marc G. Bellemare, Jacob Menick, Rémi Munos, Koray Kavukcuoglu
Automated Curriculum Learning for Neural Networks. CoRR (2017)
Alex Graves
Plenary talks: Frontiers in recurrent neural network research. IJCNN (2017)
Jack W. Rae, Jonathan J. Hunt, Ivo Danihelka, Timothy Harley, Andrew W. Senior, Gregory Wayne, Alex Graves, Tim Lillicrap
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes. NIPS (2016)
Alexander Vezhnevets, Volodymyr Mnih, Simon Osindero, Alex Graves, Oriol Vinyals, John P. Agapiou, Koray Kavukcuoglu
Strategic Attentive Writer for Learning Macro-Actions. NIPS (2016)
Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu
Decoupled Neural Interfaces using Synthetic Gradients. CoRR (2016)
Alex Graves
Adaptive Computation Time for Recurrent Neural Networks. CoRR (2016)
Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu
WaveNet: A Generative Model for Raw Audio. SSW (2016)
Alex Graves, Greg Wayne, Malcolm Reynolds, Tim Harley, Ivo Danihelka, Agnieszka Grabska-Barwinska, Sergio Gomez Colmenarejo, Edward Grefenstette, Tiago Ramalho, John P. Agapiou, Adrià Puigdomènech Badia, Karl Moritz Hermann, Yori Zwols, Georg Ostrovski, Adam Cain, Helen King, Christopher Summerfield, Phil Blunsom, Koray Kavukcuoglu, Demis Hassabis
Hybrid computing using a neural network with dynamic external memory. Nat. 538 (7626) (2016)
Audrunas Gruslys, Rémi Munos, Ivo Danihelka, Marc Lanctot, Alex Graves
Memory-Efficient Backpropagation Through Time. CoRR (2016)
Alexander Vezhnevets, Volodymyr Mnih, John P. Agapiou, Simon Osindero, Alex Graves, Oriol Vinyals, Koray Kavukcuoglu
Strategic Attentive Writer for Learning Macro-Actions. CoRR (2016)
Jack W. Rae, Jonathan J. Hunt, Tim Harley, Ivo Danihelka, Andrew W. Senior, Greg Wayne, Alex Graves, Timothy P. Lillicrap
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes. CoRR (2016)
Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu
WaveNet: A Generative Model for Raw Audio. CoRR (2016)
Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza, Alex Graves, Timothy P. Lillicrap, Tim Harley, David Silver, Koray Kavukcuoglu
Asynchronous Methods for Deep Reinforcement Learning. CoRR (2016)
Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves
Associative Long Short-Term Memory. ICML (2016)
Nal Kalchbrenner, Aäron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu
Video Pixel Networks. CoRR (2016)
Aäron van den Oord, Nal Kalchbrenner, Oriol Vinyals, Lasse Espeholt, Alex Graves, Koray Kavukcuoglu
Conditional Image Generation with PixelCNN Decoders. CoRR (2016)
Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza, Alex Graves, Timothy P. Lillicrap, Tim Harley, David Silver, Koray Kavukcuoglu
Asynchronous Methods for Deep Reinforcement Learning. ICML (2016)
Audrunas Gruslys, Rémi Munos, Ivo Danihelka, Marc Lanctot, Alex Graves
Memory-Efficient Backpropagation Through Time. NIPS (2016)
Alex Graves
Stochastic Backpropagation through Mixture Density Distributions. CoRR (2016)
Nal Kalchbrenner, Ivo Danihelka, Alex Graves
Grid Long Short-Term Memory. ICLR (Poster) (2016)
Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves
Associative Long Short-Term Memory. CoRR (2016)
Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan, Aäron van den Oord, Alex Graves, Koray Kavukcuoglu
Neural Machine Translation in Linear Time. CoRR (2016)
Aäron van den Oord, Nal Kalchbrenner, Lasse Espeholt, Koray Kavukcuoglu, Oriol Vinyals, Alex Graves
Conditional Image Generation with PixelCNN Decoders. NIPS (2016)
Karol Gregor, Ivo Danihelka, Alex Graves, Daan Wierstra
DRAW: A Recurrent Neural Network For Image Generation. CoRR (2015)
Gheith A. Abandah, Alex Graves, Balkees Al-Shagoor, Alaa Arabiyat, Fuad T. Jamour, Majid A. Al-Taee
Automatic diacritization of Arabic text using recurrent neural networks. Int. J. Document Anal. Recognit. 18 (2) (2015)
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, Martin A. Riedmiller, Andreas Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg, Demis Hassabis
Human-level control through deep reinforcement learning. Nat. 518 (7540) (2015)
Karol Gregor, Ivo Danihelka, Alex Graves, Danilo Jimenez Rezende, Daan Wierstra
DRAW: A Recurrent Neural Network For Image Generation. ICML (2015)
Hasim Sak, Andrew W. Senior, Kanishka Rao, Ozan Irsoy, Alex Graves, Françoise Beaufays, Johan Schalkwyk
Learning acoustic frame labeling for speech recognition with recurrent neural networks. ICASSP (2015)
Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu
Recurrent Models of Visual Attention. NIPS (2014)
Alex Graves, Navdeep Jaitly
Towards End-To-End Speech Recognition with Recurrent Neural Networks. ICML (2014)
Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu
Recurrent Models of Visual Attention. CoRR (2014)
Alex Graves
Teaching Computers to Read and Write: Recent Advances in Cursive Handwriting Recognition and Synthesis with Recurrent Neural Networks. CORIA-CIFED (2014)
Alex Graves, Greg Wayne, Ivo Danihelka
Neural Turing Machines. CoRR (2014)
Alex Graves, Abdel-rahman Mohamed, Geoffrey E. Hinton
Speech recognition with deep recurrent neural networks. ICASSP (2013)
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin A. Riedmiller
Playing Atari with Deep Reinforcement Learning. CoRR (2013)
Alex Graves, Navdeep Jaitly, Abdel-rahman Mohamed
Hybrid speech recognition with Deep Bidirectional LSTM. ASRU (2013)
Alex Graves
Generating Sequences With Recurrent Neural Networks. CoRR (2013)
Alex Graves, Abdel-rahman Mohamed, Geoffrey E. Hinton
Speech Recognition with Deep Recurrent Neural Networks CoRR (2013)
Alex Graves
Sequence Transduction with Recurrent Neural Networks CoRR (2012)
Jürgen Schmidhuber, Dan C. Ciresan, Ueli Meier, Jonathan Masci, Alex Graves
On Fast Deep Nets for AGI Vision. AGI (2011)
Alex Graves
Practical Variational Inference for Neural Networks. NIPS (2011)
Frank Sehnke, Alex Graves, Christian Osendorfer, Jürgen Schmidhuber
Multimodal Parameter-exploring Policy Gradients. ICMLA (2010)
Florian Eyben, Martin Wöllmer, Alex Graves, Björn W. Schuller, Ellen Douglas-Cowie, Roddy Cowie
On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues. J. Multimodal User Interfaces 3 (1-2) (2010)
Florian Eyben, Sebastian Böck, Björn W. Schuller, Alex Graves
Universal Onset Detection with Bidirectional Long Short-Term Memory Neural Networks. ISMIR (2010)
Martin Wöllmer, Florian Eyben, Alex Graves, Björn W. Schuller, Gerhard Rigoll
Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework. Cogn. Comput. 2 (3) (2010)
Frank Sehnke, Christian Osendorfer, Thomas Rückstieß, Alex Graves, Jan Peters, Jürgen Schmidhuber
Parameter-exploring policy gradients. Neural Networks 23 (4) (2010)
Martin Wöllmer, Florian Eyben, Joseph Keshet, Alex Graves, Björn W. Schuller, Gerhard Rigoll
Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks. ICASSP (2009)
Alex Graves, Marcus Liwicki, Santiago Fernández, Roman Bertolami, Horst Bunke, Jürgen Schmidhuber
A Novel Connectionist System for Unconstrained Handwriting Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 31 (5) (2009)
Martin Wöllmer, Florian Eyben, Alex Graves, Björn W. Schuller, Gerhard Rigoll
Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture. NOLISP (2009)
Florian Eyben, Martin Wöllmer, Björn W. Schuller, Alex Graves
From speech to letters - using a novel neural network architecture for grapheme based ASR. ASRU (2009)
Santiago Fernández, Alex Graves, Jürgen Schmidhuber
Phoneme recognition in TIMIT with BLSTM-CTC CoRR (2008)
Alex Graves, Jürgen Schmidhuber
Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks. NIPS (2008)
Frank Sehnke, Christian Osendorfer, Thomas Rückstieß, Alex Graves, Jan Peters, Jürgen Schmidhuber
Policy Gradients with Parameter-Based Exploration for Control. ICANN (1) (2008)
Santiago Fernández, Alex Graves, Jürgen Schmidhuber
Sequence Labelling in Structured Domains with Hierarchical Recurrent Neural Networks. IJCAI (2007)
Alex Graves, Santiago Fernández, Marcus Liwicki, Horst Bunke, Jürgen Schmidhuber
Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks. NIPS (2007)
Alexander Förster, Alex Graves, Jürgen Schmidhuber
RNN-based Learning of Compact Maps for Efficient Robot Localization. ESANN (2007)
Alex Graves, Santiago Fernández, Jürgen Schmidhuber
Multi-Dimensional Recurrent Neural Networks CoRR (2007)
Santiago Fernández, Alex Graves, Jürgen Schmidhuber
An Application of Recurrent Neural Networks to Discriminative Keyword Spotting. ICANN (2) (2007)
Alex Graves, Santiago Fernández, Jürgen Schmidhuber
Multi-dimensional Recurrent Neural Networks. ICANN (1) (2007)
Alex Graves, Santiago Fernández, Faustino J. Gomez, Jürgen Schmidhuber
Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks. ICML (2006)
Alex Graves, Jürgen Schmidhuber
Framewise phoneme classification with bidirectional LSTM and other neural network architectures. Neural Networks 18 (5-6) (2005)
Alex Graves, Santiago Fernández, Jürgen Schmidhuber
Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition. ICANN (2) (2005)
Nicole Beringer, Alex Graves, Florian Schiel, Jürgen Schmidhuber
Classifying Unprompted Speech by Retraining LSTM Nets. ICANN (1) (2005)
Alex Graves, Douglas Eck, Nicole Beringer, Jürgen Schmidhuber
Biologically Plausible Speech Recognition with LSTM Neural Nets. BioADIT (2004)
Alex Graves, Nicole Beringer, Jürgen Schmidhuber
A comparison between spiking and differentiable recurrent neural networks on spoken digit recognition. Neural Networks and Computational Intelligence (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alex Graves