Publications (26)
Phoneme recognition in TIMIT with BLSTM-CTC
Santiago Fernández, Alex Graves, Juergen Schmidhuber
Speech Recognition with Deep Recurrent Neural Networks
Alex Graves, Abdel-rahman Mohamed, Geoffrey Hinton
Video Pixel Networks
Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan +4
Grid Long Short-Term Memory
Nal Kalchbrenner, Ivo Danihelka, Alex Graves
Memory-Efficient Backpropagation Through Time
Audrūnas Gruslys, Remi Munos, Ivo Danihelka +2
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes
Jack W Rae, Jonathan J Hunt, Tim Harley +5
Multi-Dimensional Recurrent Neural Networks
Alex Graves, Santiago Fernandez, Juergen Schmidhuber
Stochastic Backpropagation through Mixture Density Distributions
Alex Graves
Conditional Image Generation with PixelCNN Decoders
Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals +3
Associative Compression Networks for Representation Learning
Alex Graves, Jacob Menick, Aaron van den Oord
Neural Machine Translation in Linear Time
Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan +3
DRAW: A Recurrent Neural Network For Image Generation
Karol Gregor, Ivo Danihelka, Alex Graves +2
Decoupled Neural Interfaces using Synthetic Gradients
Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero +4
Generating Sequences With Recurrent Neural Networks
Alex Graves
Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza +5
Playing Atari with Deep Reinforcement Learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver +4
The Kanerva Machine: A Generative Distributed Memory
Yan Wu, Greg Wayne, Alex Graves +1
Strategic Attentive Writer for Learning Macro-Actions
Alexander, Vezhnevets, Volodymyr Mnih +5
Parallel WaveNet: Fast High-Fidelity Speech Synthesis
Aaron van den Oord, Yazhe Li, Igor Babuschkin +19
Adaptive Computation Time for Recurrent Neural Networks
Alex Graves
Sequence Transduction with Recurrent Neural Networks
Alex Graves
Neural Turing Machines
Alex Graves, Greg Wayne, Ivo Danihelka
Associative Long Short-Term Memory
Ivo Danihelka, Greg Wayne, Benigno Uria +2
Automated Curriculum Learning for Neural Networks
Alex Graves, Marc G. Bellemare, Jacob Menick +2
WaveNet: A Generative Model for Raw Audio
Aaron van den Oord, Sander Dieleman, Heiga Zen +6
Recurrent Models of Visual Attention
Volodymyr Mnih, Nicolas Heess, Alex Graves +1