Ivo Danihelka
Ivo Danihelka
Verified email at google.com
TitleCited byYear
Neural turing machines
A Graves, G Wayne, I Danihelka
arXiv preprint arXiv:1410.5401, 2014
Draw: A recurrent neural network for image generation
K Gregor, I Danihelka, A Graves, DJ Rezende, D Wierstra
arXiv preprint arXiv:1502.04623, 2015
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
Grid long short-term memory
N Kalchbrenner, I Danihelka, A Graves
arXiv preprint arXiv:1507.01526, 2015
Video pixel networks
N Kalchbrenner, A van den Oord, K Simonyan, I Danihelka, O Vinyals, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
Deep autoregressive networks
K Gregor, I Danihelka, A Mnih, C Blundell, D Wierstra
arXiv preprint arXiv:1310.8499, 2013
Neural scene representation and rendering
SMA Eslami, DJ Rezende, F Besse, F Viola, AS Morcos, M Garnelo, ...
Science 360 (6394), 1204-1210, 2018
One-shot generalization in deep generative models
DJ Rezende, S Mohamed, I Danihelka, K Gregor, D Wierstra
arXiv preprint arXiv:1603.05106, 2016
Towards conceptual compression
K Gregor, F Besse, DJ Rezende, I Danihelka, D Wierstra
Advances In Neural Information Processing Systems, 3549-3557, 2016
The cramer distance as a solution to biased wasserstein gradients
MG Bellemare, I Danihelka, W Dabney, S Mohamed, ...
arXiv preprint arXiv:1705.10743, 2017
Associative long short-term memory
I Danihelka, G Wayne, B Uria, N Kalchbrenner, A Graves
arXiv preprint arXiv:1602.03032, 2016
Memory-efficient backpropagation through time
A Gruslys, R Munos, I Danihelka, M Lanctot, A Graves
Advances in Neural Information Processing Systems, 4125-4133, 2016
Scaling memory-augmented neural networks with sparse reads and writes
J Rae, JJ Hunt, I Danihelka, T Harley, AW Senior, G Wayne, A Graves, ...
Advances in Neural Information Processing Systems, 3621-3629, 2016
Comparison of maximum likelihood and gan-based training of real nvps
I Danihelka, B Lakshminarayanan, B Uria, D Wierstra, P Dayan
arXiv preprint arXiv:1705.05263, 2017
Optimistic Simulated Exploration as an Incentive for Real Exploration
I Danihelka
arXiv preprint arXiv:0903.2972, 2009
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Articles 1–15