Ivo Danihelka
Ivo Danihelka
DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
Neural turing machines
A Graves, G Wayne, I Danihelka
arXiv preprint arXiv:1410.5401, 2014
16542014
Draw: A recurrent neural network for image generation
K Gregor, I Danihelka, A Graves, DJ Rezende, D Wierstra
arXiv preprint arXiv:1502.04623, 2015
14842015
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
10282016
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
4552019
Grid long short-term memory
N Kalchbrenner, I Danihelka, A Graves
arXiv preprint arXiv:1507.01526, 2015
3002015
Video pixel networks
N Kalchbrenner, A Oord, K Simonyan, I Danihelka, O Vinyals, A Graves, ...
International Conference on Machine Learning, 1771-1779, 2017
2672017
Neural scene representation and rendering
SMA Eslami, DJ Rezende, F Besse, F Viola, AS Morcos, M Garnelo, ...
Science 360 (6394), 1204-1210, 2018
2592018
Deep autoregressive networks
K Gregor, I Danihelka, A Mnih, C Blundell, D Wierstra
International Conference on Machine Learning, 1242-1250, 2014
2152014
One-shot generalization in deep generative models
DJ Rezende, S Mohamed, I Danihelka, K Gregor, D Wierstra
arXiv preprint arXiv:1603.05106, 2016
1982016
Towards conceptual compression
K Gregor, F Besse, D Jimenez Rezende, I Danihelka, D Wierstra
Advances In Neural Information Processing Systems 29, 3549-3557, 2016
1742016
The cramer distance as a solution to biased wasserstein gradients
MG Bellemare, I Danihelka, W Dabney, S Mohamed, ...
arXiv preprint arXiv:1705.10743, 2017
1622017
Memory-efficient backpropagation through time
A Gruslys, R Munos, I Danihelka, M Lanctot, A Graves
arXiv preprint arXiv:1606.03401, 2016
115*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 29, 3621-3629, 2016
1072016
Associative long short-term memory
I Danihelka, G Wayne, B Uria, N Kalchbrenner, A Graves
arXiv preprint arXiv:1602.03032, 2016
1022016
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
532017
OpenSpiel: A framework for reinforcement learning in games
M Lanctot, E Lockhart, JB Lespiau, V Zambaldi, S Upadhyay, J Pérolat, ...
arXiv preprint arXiv:1908.09453, 2019
252019
Causally Correct Partial Models for Reinforcement Learning
DJ Rezende, I Danihelka, G Papamakarios, NR Ke, R Jiang, T Weber, ...
arXiv preprint arXiv:2002.02836, 2020
22020
Augmenting neural networks with external memory
AB Graves, I Danihelka, GD Wayne
US Patent App. 16/831,566, 2020
2020
Generative neural networks
I Danihelka, DJ Rezende, S Mohamed
US Patent 10,657,436, 2020
2020
Augmenting neural networks with external memory
AB Graves, I Danihelka, GD Wayne
US Patent 10,650,302, 2020
2020
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