Ivo Danihelka
Ivo Danihelka
DeepMind
確認したメール アドレス: google.com
タイトル
引用先
引用先
Neural turing machines
A Graves, G Wayne, I Danihelka
arXiv preprint arXiv:1410.5401, 2014
19312014
Draw: A recurrent neural network for image generation
K Gregor, I Danihelka, A Graves, D Rezende, D Wierstra
International Conference on Machine Learning, 1462-1471, 2015
17072015
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
12282016
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
10112019
Neural scene representation and rendering
SMA Eslami, DJ Rezende, F Besse, F Viola, AS Morcos, M Garnelo, ...
Science 360 (6394), 1204-1210, 2018
3622018
Grid long short-term memory
N Kalchbrenner, I Danihelka, A Graves
arXiv preprint arXiv:1507.01526, 2015
3262015
Video pixel networks
N Kalchbrenner, A Oord, K Simonyan, I Danihelka, O Vinyals, A Graves, ...
International Conference on Machine Learning, 1771-1779, 2017
3212017
Deep autoregressive networks
K Gregor, I Danihelka, A Mnih, C Blundell, D Wierstra
International Conference on Machine Learning, 1242-1250, 2014
2402014
One-shot generalization in deep generative models
D Rezende, I Danihelka, K Gregor, D Wierstra
International Conference on Machine Learning, 1521-1529, 2016
2242016
Towards conceptual compression
K Gregor, F Besse, D Jimenez Rezende, I Danihelka, D Wierstra
Advances In Neural Information Processing Systems 29, 3549-3557, 2016
1982016
The cramer distance as a solution to biased wasserstein gradients
MG Bellemare, I Danihelka, W Dabney, S Mohamed, ...
arXiv preprint arXiv:1705.10743, 2017
1952017
Scaling memory-augmented neural networks with sparse reads and writes
JW Rae, JJ Hunt, T Harley, I Danihelka, A Senior, G Wayne, A Graves, ...
arXiv preprint arXiv:1610.09027, 2016
1322016
Memory-efficient backpropagation through time
A Gruslys, R Munos, I Danihelka, M Lanctot, A Graves
Advances in Neural Information Processing Systems 29, 4125-4133, 2016
131*2016
Associative long short-term memory
I Danihelka, G Wayne, B Uria, N Kalchbrenner, A Graves
International Conference on Machine Learning, 1986-1994, 2016
1222016
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
592019
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
572017
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
52020
Muesli: Combining improvements in policy optimization
M Hessel, I Danihelka, F Viola, A Guez, S Schmitt, L Sifre, T Weber, ...
arXiv preprint arXiv:2104.06159, 2021
42021
Associative long short-term memory neural network layers
I Danihelka, NE Kalchbrenner, GD Wayne, B Uría-Martínez, AB Graves
US Patent 11,010,663, 2021
2021
Augmenting neural networks with external memory
AB Graves, I Danihelka, TJA Harley, MKC Reynolds, GD Wayne
US Patent App. 17/093,373, 2021
2021
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