Alex Graves

According to our database1, Alex Graves authored at least 76 papers between 2004 and 2018.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepages:

On csauthors.net:

Bibliography

2018
Associative Compression Networks for Representation Learning.
CoRR, 2018

The Kanerva Machine: A Generative Distributed Memory.
CoRR, 2018


2017
Parallel WaveNet: Fast High-Fidelity Speech Synthesis.
CoRR, 2017

Automated Curriculum Learning for Neural Networks.
CoRR, 2017

Noisy Networks for Exploration.
CoRR, 2017

Plenary talks: Frontiers in recurrent neural network research.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Video Pixel Networks.
Proceedings of the 34th International Conference on Machine Learning, 2017

Decoupled Neural Interfaces using Synthetic Gradients.
Proceedings of the 34th International Conference on Machine Learning, 2017

Automated Curriculum Learning for Neural Networks.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Hybrid computing using a neural network with dynamic external memory.
Nature, 2016

Strategic Attentive Writer for Learning Macro-Actions.
CoRR, 2016

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes.
CoRR, 2016

Conditional Image Generation with PixelCNN Decoders.
CoRR, 2016

WaveNet: A Generative Model for Raw Audio.
CoRR, 2016

Asynchronous Methods for Deep Reinforcement Learning.
CoRR, 2016

Video Pixel Networks.
CoRR, 2016

Neural Machine Translation in Linear Time.
CoRR, 2016

Decoupled Neural Interfaces using Synthetic Gradients.
CoRR, 2016

Memory-Efficient Backpropagation Through Time.
CoRR, 2016

Stochastic Backpropagation through Mixture Density Distributions.
CoRR, 2016

Adaptive Computation Time for Recurrent Neural Networks.
CoRR, 2016

Associative Long Short-Term Memory.
CoRR, 2016

WaveNet: A Generative Model for Raw Audio.
Proceedings of the 9th ISCA Speech Synthesis Workshop, 2016

Strategic Attentive Writer for Learning Macro-Actions.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Conditional Image Generation with PixelCNN Decoders.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Memory-Efficient Backpropagation Through Time.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Asynchronous Methods for Deep Reinforcement Learning.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Associative Long Short-Term Memory.
Proceedings of the 33nd International Conference on Machine Learning, 2016

2015
Human-level control through deep reinforcement learning.
Nature, 2015

Automatic diacritization of Arabic text using recurrent neural networks.
IJDAR, 2015

Grid Long Short-Term Memory.
CoRR, 2015

DRAW: A Recurrent Neural Network For Image Generation.
CoRR, 2015

DRAW: A Recurrent Neural Network For Image Generation.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Learning acoustic frame labeling for speech recognition with recurrent neural networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Recurrent Models of Visual Attention.
CoRR, 2014

Neural Turing Machines.
CoRR, 2014

Recurrent Models of Visual Attention.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Towards End-To-End Speech Recognition with Recurrent Neural Networks.
Proceedings of the 31th International Conference on Machine Learning, 2014

Teaching Computers to Read and Write: Recent Advances in Cursive Handwriting Recognition and Synthesis with Recurrent Neural Networks.
Proceedings of the CORIA 2014, 2014

2013
Speech Recognition with Deep Recurrent Neural Networks
CoRR, 2013

Playing Atari with Deep Reinforcement Learning.
CoRR, 2013

Generating Sequences With Recurrent Neural Networks.
CoRR, 2013

Speech recognition with deep recurrent neural networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

Hybrid speech recognition with Deep Bidirectional LSTM.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012
Neural Networks for Handwriting Recognition.
Proceedings of the Computational Intelligence Paradigms in Advanced Pattern Classification, 2012

Supervised Sequence Labelling with Recurrent Neural Networks
Studies in Computational Intelligence 385, Springer, ISBN: 978-3-642-24796-5, 2012

Sequence Transduction with Recurrent Neural Networks
CoRR, 2012

2011
Practical Variational Inference for Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

On Fast Deep Nets for AGI Vision.
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

2010
Parameter-exploring policy gradients.
Neural Networks, 2010

On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues.
J. Multimodal User Interfaces, 2010

Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework.
Cognitive Computation, 2010

Universal Onset Detection with Bidirectional Long Short-Term Memory Neural Networks.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Multimodal Parameter-exploring Policy Gradients.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

2009
A Novel Connectionist System for Unconstrained Handwriting Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture.
Proceedings of the Advances in Nonlinear Speech Processing, 2009

Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks.
Proceedings of the IEEE International Conference on Acoustics, 2009

From speech to letters - using a novel neural network architecture for grapheme based ASR.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008
Supervised sequence labelling with recurrent neural networks.
PhD thesis, 2008

Phoneme recognition in TIMIT with BLSTM-CTC
CoRR, 2008

Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Policy Gradients with Parameter-Based Exploration for Control.
Proceedings of the Artificial Neural Networks, 2008

2007
Multi-Dimensional Recurrent Neural Networks
CoRR, 2007

Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Sequence Labelling in Structured Domains with Hierarchical Recurrent Neural Networks.
Proceedings of the IJCAI 2007, 2007

Multi-dimensional Recurrent Neural Networks.
Proceedings of the Artificial Neural Networks, 2007

An Application of Recurrent Neural Networks to Discriminative Keyword Spotting.
Proceedings of the Artificial Neural Networks, 2007

RNN-based Learning of Compact Maps for Efficient Robot Localization.
Proceedings of the ESANN 2007, 2007

2006
Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks.
Proceedings of the Machine Learning, 2006

2005
Framewise phoneme classification with bidirectional LSTM and other neural network architectures.
Neural Networks, 2005

Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Classifying Unprompted Speech by Retraining LSTM Nets.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004
A comparison between spiking and differentiable recurrent neural networks on spoken digit recognition.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004

Biologically Plausible Speech Recognition with LSTM Neural Nets.
Proceedings of the Biologically Inspired Approaches to Advanced Information Technology, 2004


  Loading...