Alex Graves

发表

Multi-dimensional Recurrent Neural Networks pdf

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

A Tandem BLSTM-DBN Architecture for Keyword Spotting with Enhanced Context Modeling

Alex Graves, Björn Schuller, Florian Eyben, 2009, NOLISP 2009.

Associative Long Short-Term Memory

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

Automated Curriculum Learning for Neural Networks pdf

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

Noisy Networks for Exploration pdf

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

A comparison between spiking and differentiable recurrent neural networks on spoken digit recognition

Jürgen Schmidhuber, Alex Graves, Nicole Beringer, 2004, Neural Networks and Computational Intelligence.

Multidimensional Recurrent Neural Networks

Jürgen Schmidhuber, Alex Graves, Santiago Fernández, 2007 .

DRAW: A Recurrent Neural Network For Image Generation pdf

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

Comparing LSTM Recurrent Networks with Spiking Recurrent Networks on the Recognition of Spoken Digits.

Douglas Eck, Alex Graves, Juergen Schmidhuber, 2003 .

Framewise phoneme classification with bidirectional LSTM and other neural network architectures

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

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

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

Practical Variational Inference for Neural Networks

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

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

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

Hybrid computing using a neural network with dynamic external memory

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

Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks

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

Sequence Labelling in Structured Domains with Hierarchical Recurrent Neural Networks

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

Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition

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

Teaching Computers to Read and Write: Recent Advances in Cursive Handwriting Recognition and Synthesis with Recurrent Neural Networks

Alex Graves, 2014, CORIA-CIFED.

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

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

Memory-Efficient Backpropagation Through Time

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

Decoupled Neural Interfaces using Synthetic Gradients pdf

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

Facial Expression Recognition with Recurrent Neural Networks

Jürgen Schmidhuber, Alex Graves, Bernd Radig, 2008 .

Associative Compression Networks for Representation Learning pdf

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

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

Marcus Liwicki, Horst Bunke, Jürgen Schmidhuber, 2007 .

The Kanerva Machine: A Generative Distributed Memory pdf

Alex Graves, Yan Wu, Greg Wayne, 2018, ICLR.

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.

Conditional Image Generation with PixelCNN Decoders

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

Neural Turing Machines pdf

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

Human-level control through deep reinforcement learning

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

Sequence Transduction with Recurrent Neural Networks pdf

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

Hierarchical Subsampling Networks

Alex Graves, 2012 .

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).

Hybrid speech recognition with Deep Bidirectional LSTM

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

Classifying Unprompted Speech by Retraining LSTM Nets

Jürgen Schmidhuber, Alex Graves, Nicole Beringer, 2005, ICANN.

An Application of Recurrent Neural Networks to Discriminative Keyword Spotting

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

Plenary talks: Frontiers in recurrent neural network research

Alex Graves, 2017, IJCNN.

Generating Sequences With Recurrent Neural Networks pdf

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

Neural Networks for Handwriting Recognition

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

Rapid Retraining on Speech Data with LSTM Recurrent Networks.

Alex Graves, Nicole Beringer, Juergen Schmidhuber, 2005 .

Neural Machine Translation in Linear Time pdf

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

Phoneme recognition in TIMIT with BLSTM-CTC pdf

Jürgen Schmidhuber, Alex Graves, Santiago Fernández, 2008, ArXiv.

Parallel WaveNet: Fast High-Fidelity Speech Synthesis

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

Connectionist Temporal Classification

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

A Practical Sparse Approximation for Real Time Recurrent Learning pdf

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

Multimodal Parameter-exploring Policy Gradients

Frank Sehnke, Christian Osendorfer, Jürgen Schmidhuber, 2010, 2010 Ninth International Conference on Machine Learning and Applications.

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).

Stochastic Backpropagation through Mixture Density Distributions pdf

Alex Graves, Alex Graves, 2016, ArXiv.

Associative Compression Networks

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

From speech to letters - using a novel neural network architecture for grapheme based ASR

Björn W. Schuller, Alex Graves, Florian Eyben, 2009, 2009 IEEE Workshop on Automatic Speech Recognition & Understanding.

Asynchronous Methods for Deep Reinforcement Learning pdf

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

On Fast Deep Nets for AGI Vision

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

Parameter-exploring policy gradients

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

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.

A Comparison of Network Architectures

Alex Graves, 2012 .

Playing Atari with Deep Reinforcement Learning pdf

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

Hidden Markov Model Hybrids

Alex Graves, 2012 .

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

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

Supervised Sequence Labelling with Recurrent Neural Networks

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

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.

Adaptive Computation Time for Recurrent Neural Networks pdf

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

Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks

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

RNN-based Learning of Compact Maps for Efficient Robot Localization

Jürgen Schmidhuber, Alex Graves, Alexander Förster, 2007, ESANN.

WaveNet: A Generative Model for Raw Audio pdf

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

Grid Long Short-Term Memory pdf

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

Strategic Attentive Writer for Learning Macro-Actions

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

Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture

Björn W. Schuller, Alex Graves, Florian Eyben, 2009, NOLISP.

Recurrent Models of Visual Attention

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

Video Pixel Networks pdf

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

Biologically Plausible Speech Recognition with LSTM Neural Nets

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

Supervised Sequence Labelling

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

Long Short-Term Memory

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

Policy Gradients with Parameter-Based Exploration for Control

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

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes

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

Practical Real Time Recurrent Learning with a Sparse Approximation

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