koray kavukcuoglu
koray kavukcuoglu
DeepMind
Verified email at kavukcuoglu.org - Homepage
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
61712015
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, 2016
52622016
Natural language processing (almost) from scratch
R Collobert, J Weston, L Bottou, M Karlen, K Kavukcuoglu, P Kuksa
Journal of machine learning research 12 (Aug), 2493-2537, 2011
45432011
Playing atari with deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, A Graves, I Antonoglou, D Wierstra, ...
arXiv preprint arXiv:1312.5602, 2013
25992013
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
19032016
Spatial transformer networks
M Jaderberg, K Simonyan, A Zisserman
Advances in neural information processing systems, 2017-2025, 2015
17972015
What is the best multi-stage architecture for object recognition?
K Jarrett, K Kavukcuoglu, Y LeCun
2009 IEEE 12th international conference on computer vision, 2146-2153, 2009
16872009
Torch7: A matlab-like environment for machine learning
R Collobert, K Kavukcuoglu, C Farabet
BigLearn, NIPS workshop, 2011
13342011
Convolutional networks and applications in vision
Y LeCun, K Kavukcuoglu, C Farabet
Proceedings of 2010 IEEE International Symposium on Circuits and Systems …, 2010
11902010
Recurrent models of visual attention
V Mnih, N Heess, A Graves
Advances in neural information processing systems, 2204-2212, 2014
11792014
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
10672016
Matching networks for one shot learning
O Vinyals, C Blundell, T Lillicrap, D Wierstra
Advances in neural information processing systems, 3630-3638, 2016
7362016
Pixel recurrent neural networks
A Oord, N Kalchbrenner, K Kavukcuoglu
arXiv preprint arXiv:1601.06759, 2016
6912016
Pixel recurrent neural networks
A Oord, N Kalchbrenner, K Kavukcuoglu
arXiv preprint arXiv:1601.06759, 2016
6912016
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
6862013
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
6032016
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
5872016
Weight uncertainty in neural networks
C Blundell, J Cornebise, K Kavukcuoglu, D Wierstra
arXiv preprint arXiv:1505.05424, 2015
5362015
Learning convolutional feature hierarchies for visual recognition
K Kavukcuoglu, P Sermanet, YL Boureau, K Gregor, M Mathieu, YL Cun
Advances in neural information processing systems, 1090-1098, 2010
5362010
Multiple object recognition with visual attention
J Ba, V Mnih, K Kavukcuoglu
arXiv preprint arXiv:1412.7755, 2014
5152014
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Articles 1–20