Graves, Alex

22 publications

ICLR 2021 Practical Real Time Recurrent Learning with a Sparse Approximation Jacob Menick, Erich Elsen, Utku Evci, Simon Osindero, Karen Simonyan, Alex Graves

ICLR 2018 Noisy Networks for Exploration Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot, Jacob Menick, Matteo Hessel, Ian Osband, Alex Graves, Volodymyr Mnih, Remi Munos, Demis Hassabis, Olivier Pietquin, Charles Blundell, Shane Legg

ICML 2018 Parallel WaveNet: Fast High-Fidelity Speech Synthesis Aaron Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George Driessche, Edward Lockhart, Luis 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

ICLR 2018 The Kanerva Machine: A Generative Distributed Memory Yan Wu, Greg Wayne, Alex Graves, Timothy Lillicrap

ICML 2017 Automated Curriculum Learning for Neural Networks Alex Graves, Marc G. Bellemare, Jacob Menick, Rémi Munos, Koray Kavukcuoglu

ICML 2017 Decoupled Neural Interfaces Using Synthetic Gradients Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, David Silver, Koray Kavukcuoglu

ICML 2017 Video Pixel Networks Nal Kalchbrenner, Aäron Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu

ICML 2016 Associative Long Short-Term Memory Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves

ICML 2016 Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih, Adria Puigdomenech Badia, Mehdi Mirza, Alex Graves, Timothy Lillicrap, Tim Harley, David Silver, Koray Kavukcuoglu

NeurIPS 2016 Conditional Image Generation with PixelCNN Decoders Aaron van den Oord, Nal Kalchbrenner, Lasse Espeholt, Koray Kavukcuoglu, Oriol Vinyals, Alex Graves

ICLR 2016 Grid Long Short-Term Memory Nal Kalchbrenner, Ivo Danihelka, Alex Graves

NeurIPS 2016 Memory-Efficient Backpropagation Through Time Audrunas Gruslys, Remi Munos, Ivo Danihelka, Marc Lanctot, Alex Graves

NeurIPS 2016 Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes Jack Rae, Jonathan J Hunt, Ivo Danihelka, Timothy Harley, Andrew W. Senior, Gregory Wayne, Alex Graves, Timothy Lillicrap

NeurIPS 2016 Strategic Attentive Writer for Learning Macro-Actions Alexander Vezhnevets, Volodymyr Mnih, Simon Osindero, Alex Graves, Oriol Vinyals, John Agapiou, Koray Kavukcuoglu

ICML 2015 DRAW: A Recurrent Neural Network for Image Generation Karol Gregor, Ivo Danihelka, Alex Graves, Danilo Rezende, Daan Wierstra

NeurIPS 2014 Recurrent Models of Visual Attention Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu

ICML 2014 Towards End-to-End Speech Recognition with Recurrent Neural Networks Alex Graves, Navdeep Jaitly

NeurIPS 2011 Practical Variational Inference for Neural Networks Alex Graves

NeurIPS 2008 Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves, Jürgen Schmidhuber

IJCAI 2007 Sequence Labelling in Structured Domains with Hierarchical Recurrent Neural Networks Santiago Fernández, Alex Graves, Jürgen Schmidhuber

NeurIPS 2007 Unconstrained On-Line Handwriting Recognition with Recurrent Neural Networks Alex Graves, Marcus Liwicki, Horst Bunke, Jürgen Schmidhuber, Santiago Fernández

ICML 2006 Connectionist Temporal Classification: Labelling Unsegmented Sequence Data with Recurrent Neural Networks Alex Graves, Santiago Fernández, Faustino J. Gomez, Jürgen Schmidhuber