Alex Graves

发表

Human-level control through deep reinforcement learning

Shane Legg, Alex Graves, Marc G. Bellemare, 2015, Nature.

Playing Atari with Deep Reinforcement Learning pdf

Alex Graves, Koray Kavukcuoglu, Martin A. Riedmiller, 2013, ArXiv.

Towards End-To-End Speech Recognition with Recurrent Neural Networks

Navdeep Jaitly, Alex Graves, A. Graves, 2014, ICML.

Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks

Jürgen Schmidhuber, Alex Graves, Santiago Fernández, 2006, ICML.

Noisy Networks for Exploration pdf

Shane Legg, Alex Graves, Demis Hassabis, 2017, ICLR.

WaveNet: A Generative Model for Raw Audio pdf

Heiga Zen, Alex Graves, Oriol Vinyals, 2016, SSW.

Speech recognition with deep recurrent neural networks

Geoffrey E. Hinton, Alex Graves, Abdel-rahman Mohamed, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Video Pixel Networks pdf

Alex Graves, Oriol Vinyals, Karen Simonyan, 2016, ICML.

Asynchronous Methods for Deep Reinforcement Learning pdf

Alex Graves, Koray Kavukcuoglu, David Silver, 2016, ICML.

Framewise phoneme classification with bidirectional LSTM and other neural network architectures

Jürgen Schmidhuber, Alex Graves, J. Schmidhuber, 2005, Neural Networks.

Supervised Sequence Labelling with Recurrent Neural Networks

Alex Graves, A. Graves, Alex Graves, 2012, Studies in Computational Intelligence.

Practical Variational Inference for Neural Networks

Alex Graves, A. Graves, Alex Graves, 2011, NIPS.

Supervised Sequence Labelling

Alex Graves, A. Graves, Alex Graves, 2012 .

Memory-Efficient Backpropagation Through Time

Alex Graves, Rémi Munos, Marc Lanctot, 2016, NIPS.

Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition

Jürgen Schmidhuber, Alex Graves, Santiago Fernández, 2005, ICANN.

A Novel Connectionist System for Unconstrained Handwriting Recognition

Edmondo Trentin, J. Schmidhuber, A. Graves, 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Parallel WaveNet: Fast High-Fidelity Speech Synthesis

Heiga Zen, Erich Elsen, Alex Graves, 2017, ICML.

Conditional Image Generation with PixelCNN Decoders

Alex Graves, Koray Kavukcuoglu, Aäron van den Oord, 2016, NIPS.

Connectionist Temporal Classification

Alex Graves, A. Graves, Alex Graves, 2012 .

Hybrid computing using a neural network with dynamic external memory

Sergio Gomez Colmenarejo, Alex Graves, Demis Hassabis, 2016, Nature.

Grid Long Short-Term Memory pdf

Alex Graves, Ivo Danihelka, Nal Kalchbrenner, 2015, ICLR.

Recurrent Models of Visual Attention

Alex Graves, Koray Kavukcuoglu, Nicolas Heess, 2014, NIPS.

Neural Turing Machines pdf

Alex Graves, Ivo Danihelka, Greg Wayne, 2014, ArXiv.

Hybrid speech recognition with Deep Bidirectional LSTM

Navdeep Jaitly, Alex Graves, Abdel-rahman Mohamed, 2013, 2013 IEEE Workshop on Automatic Speech Recognition and Understanding.

Generating Sequences With Recurrent Neural Networks pdf

Alex Graves, A. Graves, Alex Graves, 2013, ArXiv.

Framewise phoneme classification with bidirectional LSTM networks

J. Schmidhuber, A. Graves, J. Schmidhuber, 2005, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..

Decoupled Neural Interfaces using Synthetic Gradients pdf

Alex Graves, Max Jaderberg, Simon Osindero, 2016, ICML.

Associative Compression Networks for Representation Learning pdf

Alex Graves, Aäron van den Oord, Jacob Menick, 2018, ArXiv.

Associative Compression Networks

Alex Graves, Aäron van den Oord, Jacob Menick, 2018 .

Adaptive Computation Time for Recurrent Neural Networks pdf

Alex Graves, A. Graves, Alex Graves, 2016, ArXiv.

Automated Curriculum Learning for Neural Networks pdf

Alex Graves, Marc G. Bellemare, Rémi Munos, 2017, ICML.

Neural Machine Translation in Linear Time pdf

Alex Graves, Karen Simonyan, Koray Kavukcuoglu, 2016, ArXiv.

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes

Alex Graves, Jonathan J. Hunt, Ivo Danihelka, 2016, NIPS.

Sequence Transduction with Recurrent Neural Networks pdf

Alex Graves, A. Graves, Alex Graves, 2012, ArXiv.

Policy Gradients with Parameter-Based Exploration for Control

Frank Sehnke, Christian Osendorfer, Jürgen Schmidhuber, 2008, ICANN.

Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks

Jürgen Schmidhuber, Marcus Liwicki, Horst Bunke, 2007, NIPS.

DRAW: A Recurrent Neural Network For Image Generation pdf

Alex Graves, Daan Wierstra, Karol Gregor, 2015, ICML.

Stochastic Backpropagation through Mixture Density Distributions pdf

Alex Graves, Alex Graves, 2016, ArXiv.

Generating Sequences With Recurrent Neural Networks

Alex Graves, 2013, ArXiv.

Strategic Attentive Writer for Learning Macro-Actions

Alex Graves, Simon Osindero, Koray Kavukcuoglu, 2016, NIPS.

Associative Long Short-Term Memory

Alex Graves, Benigno Uria, Ivo Danihelka, 2016, ICML.

Automatic diacritization of Arabic text using recurrent neural networks

Majid A. Al-Taee, Gheith A. Abandah, Alex Graves, 2015, International Journal on Document Analysis and Recognition (IJDAR).

Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks

Jürgen Schmidhuber, Alex Graves, J. Schmidhuber, 2008, NIPS.

Learning acoustic frame labeling for speech recognition with recurrent neural networks

Johan Schalkwyk, Alex Graves, Ozan Irsoy, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Universal Onset Detection with Bidirectional Long Short-Term Memory Neural Networks

Björn W. Schuller, Alex Graves, Florian Eyben, 2010, ISMIR.

Sequence Labelling in Structured Domains with Hierarchical Recurrent Neural Networks

Jürgen Schmidhuber, Alex Graves, Santiago Fernández, 2007, IJCAI.

Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks

Björn W. Schuller, Alex Graves, Florian Eyben, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Multi-dimensional Recurrent Neural Networks pdf

Jürgen Schmidhuber, Alex Graves, Santiago Fernández, 2007, ICANN.

Long Short-Term Memory

Alex Graves, A. Graves, Y. Ushiku, 2020, Computer Vision.

An Application of Recurrent Neural Networks to Discriminative Keyword Spotting

Jürgen Schmidhuber, Alex Graves, Santiago Fernández, 2007, ICANN.

Practical Real Time Recurrent Learning with a Sparse Approximation

Erich Elsen, Alex Graves, Simon Osindero, 2021, ICLR.

Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework

Björn W. Schuller, Alex Graves, Florian Eyben, 2010, Cognitive Computation.

Parameter-exploring policy gradients

Frank Sehnke, Christian Osendorfer, Jürgen Schmidhuber, 2010, Neural Networks.

Long Short-Term Memory

Alex Graves, 2012 .

A Practical Sparse Approximation for Real Time Recurrent Learning pdf

Erich Elsen, Alex Graves, Simon Osindero, 2020, ArXiv.

On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues

Björn W. Schuller, Roddy Cowie, Alex Graves, 2009, Journal on Multimodal User Interfaces.

On Fast Deep Nets for AGI Vision

Jürgen Schmidhuber, Alex Graves, Jonathan Masci, 2011, AGI.

Biologically Plausible Speech Recognition with LSTM Neural Nets

Jürgen Schmidhuber, Douglas Eck, Alex Graves, 2004, BioADIT.

Neural Networks for Handwriting Recognition

Marcus Liwicki, Horst Bunke, Alex Graves, 2012, Computational Intelligence Paradigms in Advanced Pattern Classification.

Facial Expression Recognition with Recurrent Neural Networks

Jürgen Schmidhuber, Alex Graves, Bernd Radig, 2008 .

A novel approach to on-line handwriting recognition based on bidirectional long short-term memory networks

Marcus Liwicki, Horst Bunke, Jürgen Schmidhuber, 2007 .

Human-level control through deep reinforcement learning

Marc G. Bellemare, Martin A. Riedmiller, Andrei A. Rusu, 2015, Nature.

Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks

J. Schmidhuber, F. Gomez, Santiago Fernández, 2006, ICML.

An Application of Recurrent Neural Networks to Discriminative Keyword Spotting

J. Schmidhuber, Santiago Fernández, Alex Graves, 2007, ICANN.

2005 Special Issue: Framewise phoneme classification with bidirectional LSTM and other neural network architectures

J. Schmidhuber, Alex Graves, 2005 .

Noisy Networks for Exploration

D. Hassabis, R. Munos, S. Legg, 2017, ICLR.

2010 Special Issue: Parameter-exploring policy gradients

J. Schmidhuber, Jan Peters, Thomas Rückstieß, 2010 .

Neural Turing Machines

Ivo Danihelka, Greg Wayne, Alex Graves, 2014, ArXiv.

Associative Compression Networks for Representation Learning

Aäron van den Oord, Jacob Menick, Alex Graves, 2018, ArXiv.

Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks

J. Schmidhuber, A. Graves, Alex Graves, 2008, NIPS 2008.

Visual Odometry using Convolutional Neural Networks

Kevin McFall, Alec Graves, Steffen Lim, 2017 .