koray kavukcuoglu
koray kavukcuoglu
DeepMind
Verified email at kavukcuoglu.org - Homepage
Title
Cited by
Cited by
Year
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
141662015
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
99512016
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
73112011
Playing atari with deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, A Graves, I Antonoglou, D Wierstra, ...
arXiv preprint arXiv:1312.5602, 2013
59422013
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
47392016
Spatial transformer networks
M Jaderberg, K Simonyan, A Zisserman, K Kavukcuoglu
arXiv preprint arXiv:1506.02025, 2015
41032015
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
27862016
Matching networks for one shot learning
O Vinyals, C Blundell, T Lillicrap, K Kavukcuoglu, D Wierstra
arXiv preprint arXiv:1606.04080, 2016
26182016
Recurrent models of visual attention
V Mnih, N Heess, A Graves, K Kavukcuoglu
arXiv preprint arXiv:1406.6247, 2014
23582014
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
23572009
Convolutional networks and applications in vision
Y LeCun, K Kavukcuoglu, C Farabet
Proceedings of 2010 IEEE international symposium on circuits and systems …, 2010
18642010
Torch7: A matlab-like environment for machine learning
R Collobert, K Kavukcuoglu, C Farabet
BigLearn, NIPS workshop, 2011
17162011
Weight uncertainty in neural network
C Blundell, J Cornebise, K Kavukcuoglu, D Wierstra
International Conference on Machine Learning, 1613-1622, 2015
14372015
Pixel recurrent neural networks
A Van Oord, N Kalchbrenner, K Kavukcuoglu
International Conference on Machine Learning, 1747-1756, 2016
14192016
Pixel recurrent neural networks
A Van Oord, N Kalchbrenner, K Kavukcuoglu
International Conference on Machine Learning, 1747-1756, 2016
14192016
Conditional image generation with pixelcnn decoders
A Oord, N Kalchbrenner, O Vinyals, L Espeholt, A Graves, K Kavukcuoglu
arXiv preprint arXiv:1606.05328, 2016
13342016
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
11622016
Progressive neural networks
AA Rusu, NC Rabinowitz, G Desjardins, H Soyer, J Kirkpatrick, ...
arXiv preprint arXiv:1606.04671, 2016
9972016
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
9082013
Multiple object recognition with visual attention
J Ba, V Mnih, K Kavukcuoglu
arXiv preprint arXiv:1412.7755, 2014
8652014
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