koray kavukcuoglu
koray kavukcuoglu
DeepMind
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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
155922015
Mastering the game of Go with deep neural networks and tree search
D Silver, A Huang, CJ Maddison, A Guez, L Sifre, G Van Den Driessche, ...
nature 529 (7587), 484-489, 2016
107272016
Natural language processing (almost) from scratch
R Collobert, J Weston, L Bottou, M Karlen, K Kavukcuoglu, P Kuksa
Journal of machine learning research 12 (ARTICLE), 2493− 2537, 2011
76082011
Playing atari with deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, A Graves, I Antonoglou, D Wierstra, ...
arXiv preprint arXiv:1312.5602, 2013
66402013
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
52532016
Spatial transformer networks
M Jaderberg, K Simonyan, A Zisserman
Advances in neural information processing systems 28, 2017-2025, 2015
45222015
Wavenet: A generative model for raw audio
A Oord, S Dieleman, H Zen, K Simonyan, O Vinyals, A Graves, ...
arXiv preprint arXiv:1609.03499, 2016
30952016
Matching networks for one shot learning
O Vinyals, C Blundell, T Lillicrap, D Wierstra
Advances in neural information processing systems 29, 3630-3638, 2016
30112016
Recurrent models of visual attention
V Mnih, N Heess, A Graves
Advances in neural information processing systems, 2204-2212, 2014
25632014
What is the best multi-stage architecture for object recognition?
K Jarrett, K Kavukcuoglu, MA Ranzato, Y LeCun
2009 IEEE 12th international conference on computer vision, 2146-2153, 2009
24502009
Convolutional networks and applications in vision
Y LeCun, K Kavukcuoglu, C Farabet
Proceedings of 2010 IEEE international symposium on circuits and systems …, 2010
19822010
Torch7: A matlab-like environment for machine learning
R Collobert, K Kavukcuoglu, C Farabet
BigLearn, NIPS workshop, 2011
17482011
Weight uncertainty in neural network
C Blundell, J Cornebise, K Kavukcuoglu, D Wierstra
International Conference on Machine Learning, 1613-1622, 2015
16442015
Pixel recurrent neural networks
A Van Oord, N Kalchbrenner, K Kavukcuoglu
International Conference on Machine Learning, 1747-1756, 2016
15322016
Pixel recurrent neural networks
A Van Oord, N Kalchbrenner, K Kavukcuoglu
International Conference on Machine Learning, 1747-1756, 2016
15322016
Conditional image generation with pixelcnn decoders
A Oord, N Kalchbrenner, O Vinyals, L Espeholt, A Graves, K Kavukcuoglu
arXiv preprint arXiv:1606.05328, 2016
14592016
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
12372016
Progressive neural networks
AA Rusu, NC Rabinowitz, G Desjardins, H Soyer, J Kirkpatrick, ...
arXiv preprint arXiv:1606.04671, 2016
11162016
Grandmaster level in StarCraft II using multi-agent reinforcement learning
O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ...
Nature 575 (7782), 350-354, 2019
10302019
Pedestrian detection with unsupervised multi-stage feature learning
P Sermanet, K Kavukcuoglu, S Chintala, Y LeCun
Proceedings of the IEEE conference on computer vision and pattern …, 2013
9322013
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Artículos 1–20