Alex Graves
TitleCited byYear
Human-level control through deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare, ...
Nature 518 (7540), 529, 2015
55342015
Speech recognition with deep recurrent neural networks
A Graves, A Mohamed, G Hinton
2013 IEEE international conference on acoustics, speech and signal …, 2013
36742013
Playing atari with deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, A Graves, I Antonoglou, D Wierstra, ...
arXiv preprint arXiv:1312.5602, 2013
23092013
Generating sequences with recurrent neural networks
A Graves
arXiv preprint arXiv:1308.0850, 2013
16882013
Asynchronous methods for deep reinforcement learning
V Mnih, AP Badia, M Mirza, A Graves, T Lillicrap, T Harley, D Silver, ...
International conference on machine learning, 1928-1937, 2016
16652016
Framewise phoneme classification with bidirectional LSTM and other neural network architectures
A Graves, J Schmidhuber
Neural Networks 18 (5-6), 602-610, 2005
13972005
Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
A Graves, S Fernández, F Gomez, J Schmidhuber
Proceedings of the 23rd international conference on Machine learning, 369-376, 2006
13712006
Supervised sequence labelling
A Graves
Supervised sequence labelling with recurrent neural networks, 5-13, 2012
13172012
A novel connectionist system for unconstrained handwriting recognition
A Graves, M Liwicki, S Fernández, R Bertolami, H Bunke, J Schmidhuber
IEEE transactions on pattern analysis and machine intelligence 31 (5), 855-868, 2008
11502008
Recurrent models of visual attention
V Mnih, N Heess, A Graves
Advances in neural information processing systems, 2204-2212, 2014
10712014
Towards end-to-end speech recognition with recurrent neural networks
A Graves, N Jaitly
International conference on machine learning, 1764-1772, 2014
10492014
Neural turing machines
A Graves, G Wayne, I Danihelka
arXiv preprint arXiv:1410.5401, 2014
10012014
Draw: A recurrent neural network for image generation
K Gregor, I Danihelka, A Graves, DJ Rezende, D Wierstra
arXiv preprint arXiv:1502.04623, 2015
9712015
WaveNet: A generative model for raw audio.
A Van Den Oord, S Dieleman, H Zen, K Simonyan, O Vinyals, A Graves, ...
SSW 125, 2016
8402016
Offline handwriting recognition with multidimensional recurrent neural networks
A Graves, J Schmidhuber
Advances in neural information processing systems, 545-552, 2009
7022009
Hybrid speech recognition with deep bidirectional LSTM
A Graves, N Jaitly, A Mohamed
2013 IEEE workshop on automatic speech recognition and understanding, 273-278, 2013
6812013
Hybrid computing using a neural network with dynamic external memory
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ...
Nature 538 (7626), 471, 2016
5412016
Conditional image generation with pixelcnn decoders
A Van den Oord, N Kalchbrenner, L Espeholt, O Vinyals, A Graves
Advances in neural information processing systems, 4790-4798, 2016
5172016
Practical variational inference for neural networks
A Graves
Advances in neural information processing systems, 2348-2356, 2011
3542011
Bidirectional LSTM networks for improved phoneme classification and recognition
A Graves, S Fernández, J Schmidhuber
International Conference on Artificial Neural Networks, 799-804, 2005
2672005
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Articles 1–20