עקוב אחר
Danilo J. Rezende
Danilo J. Rezende
עוד שמותDanilo Jimenez Rezende
Director at DeepMind
כתובת אימייל מאומתת בדומיין google.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Stochastic backpropagation and approximate inference in deep generative models‏
DJ Rezende, S Mohamed, D Wierstra‏
International Conference on Machine Learning, 2014, 2014‏
61792014
Variational Inference with Normalizing Flows‏
D Jimenez Rezende, S Mohamed‏
The 32nd International Conference on Machine Learning, 2015‏
46652015
Semi-Supervised Learning with Deep Generative Models‏
MW Diederik P. Kingma, Shakir Mohamed, Danilo Jimenez Rezende‏
NIPS2014, 2014‏
3687*2014
DRAW: A Recurrent Neural Network For Image Generation‏
K Gregor, I Danihelka, A Graves, D Jimenez Rezende, D Wierstra‏
arxiv preprint, 2015‏
25392015
Normalizing Flows for Probabilistic Modeling and Inference‏
G Papamakarios, E Nalisnick, DJ Rezende, S Mohamed, ...‏
Journal of Machine Learning Research 22 (57), 1-64, 2021‏
18082021
Interaction networks for learning about objects, relations and physics‏
P Battaglia, R Pascanu, M Lai, D Jimenez Rezende‏
Advances in neural information processing systems 29, 2016‏
17302016
Conditional neural processes‏
M Garnelo, D Rosenbaum, C Maddison, T Ramalho, D Saxton, ...‏
International Conference on Machine Learning, 1704-1713, 2018‏
8132018
Neural scene representation and rendering‏
SMA Eslami, D Jimenez Rezende, F Besse, F Viola, AS Morcos, ...‏
Science 360 (6394), 1204-1210, 2018‏
7382018
Neural Processes‏
M Garnelo, J Schwarz, D Rosenbaum, F Viola, DJ Rezende, SM Eslami, ...‏
arXiv preprint arXiv:1807.01622, 2018‏
6522018
A probabilistic u-net for segmentation of ambiguous images‏
S Kohl, B Romera-Paredes, C Meyer, J De Fauw, JR Ledsam, ...‏
Advances in neural information processing systems, 6965-6975, 2018‏
6402018
Towards a Definition of Disentangled Representations‏
I Higgins, D Amos, D Pfau, S Racaniere, L Matthey, D Rezende, ...‏
arXiv preprint arXiv:1812.02230, 2018‏
5752018
Imagination-augmented agents for deep reinforcement learning‏
S Racanière, T Weber, D Reichert, L Buesing, A Guez, ...‏
Advances in neural information processing systems 30, 2017‏
4832017
Variational Intrinsic Control‏
K Gregor, DJ Rezende, D Wierstra‏
arXiv preprint arXiv:1611.07507, 2016‏
4752016
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning‏
S Mohamed, D Jimenez Rezende‏
Proceedings of the 29th Conference on Neural Information Processing Systems …, 2015‏
4732015
Unsupervised learning of 3d structure from images‏
D Jimenez Rezende, SM Eslami, S Mohamed, P Battaglia, M Jaderberg, ...‏
Advances in neural information processing systems 29, 4996-5004, 2016‏
4602016
Variational inference for monte carlo objectives‏
A Mnih, D Rezende‏
International Conference on Machine Learning, 2188-2196, 2016‏
3432016
One-shot generalization in deep generative models‏
D Rezende, I Danihelka, K Gregor, D Wierstra‏
International Conference on Machine Learning, 1521-1529, 2016‏
3162016
Towards conceptual compression‏
K Gregor, F Besse, D Jimenez Rezende, I Danihelka, D Wierstra‏
Advances In Neural Information Processing Systems 29, 3549-3557, 2016‏
2872016
Imagination-augmented agents for deep reinforcement learning‏
T Weber, S Racanière, DP Reichert, L Buesing, A Guez, DJ Rezende, ...‏
arXiv preprint arXiv:1707.06203, 2017‏
2602017
Hamiltonian Generative Networks‏
P Toth, DJ Rezende, A Jaegle, S Racanière, A Botev, I Higgins‏
arXiv preprint arXiv:1909.13789, 2019‏
2492019
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מאמרים 1–20