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Alex Graves
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Human-level control through deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare, ...
nature 518 (7540), 529-533, 2015
328872015
Playing atari with deep reinforcement learning
V Mnih
arXiv preprint arXiv:1312.5602, 2013
163902013
Asynchronous Methods for Deep Reinforcement Learning
V Mnih
arXiv preprint arXiv:1602.01783, 2016
120732016
Speech recognition with deep recurrent neural networks
A Graves, A Mohamed, G Hinton
2013 IEEE international conference on acoustics, speech and signal …, 2013
119292013
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
72262006
Framewise phoneme classification with bidirectional LSTM and other neural network architectures
A Graves, J Schmidhuber
Neural networks 18 (5-6), 602-610, 2005
65152005
Wavenet: A generative model for raw audio
A Van Den Oord, S Dieleman, H Zen, K Simonyan, O Vinyals, A Graves, ...
arXiv preprint arXiv:1609.03499 12, 2016
57752016
Supervised sequence labelling
A Graves, A Graves
Supervised sequence labelling with recurrent neural networks, 5-13, 2012
5753*2012
Generating sequences with recurrent neural networks
A Graves
arXiv preprint arXiv:1308.0850, 2013
55232013
Recurrent models of visual attention
V Mnih, N Heess, A Graves
Advances in neural information processing systems 27, 2014
49342014
Long short-term memory
A Graves, A Graves
Supervised sequence labelling with recurrent neural networks, 37-45, 2012
40872012
Neural Turing Machines
A Graves
arXiv preprint arXiv:1410.5401, 2014
31292014
Towards end-to-end speech recognition with recurrent neural networks
A Graves, N Jaitly
International conference on machine learning, 1764-1772, 2014
30432014
Conditional image generation with pixelcnn decoders
A Van den Oord, N Kalchbrenner, L Espeholt, O Vinyals, A Graves
Advances in neural information processing systems 29, 2016
29202016
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
27682008
Draw: A recurrent neural network for image generation
K Gregor, I Danihelka, A Graves, D Rezende, D Wierstra
International conference on machine learning, 1462-1471, 2015
25392015
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
23492013
Sequence transduction with recurrent neural networks
A Graves
arXiv preprint arXiv:1211.3711, 2012
22022012
Hybrid computing using a neural network with dynamic external memory
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ...
Nature 538 (7626), 471-476, 2016
19852016
WaveNet: A Generative Model for Raw Audio
A Oord
arXiv preprint arXiv:1609.03499, 2016
18562016
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