Michael Figurnov
Michael Figurnov
DeepMind
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Spatially adaptive computation time for residual networks
M Figurnov, MD Collins, Y Zhu, L Zhang, J Huang, D Vetrov, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
2002017
Perforatedcnns: Acceleration through elimination of redundant convolutions
M Figurnov, A Ibraimova, DP Vetrov, P Kohli
Advances in neural information processing systems 29, 947-955, 2016
1332016
Implicit reparameterization gradients
M Figurnov, S Mohamed, A Mnih
arXiv preprint arXiv:1805.08498, 2018
1192018
Monte Carlo gradient estimation in machine learning
S Mohamed, M Rosca, M Figurnov, A Mnih
Journal of Machine Learning Research 21 (132), 1-62, 2020
902020
Variational autoencoder with arbitrary conditioning
O Ivanov, M Figurnov, D Vetrov
arXiv preprint arXiv:1806.02382, 2018
522018
Computational predictions of protein structures associated with COVID-19
J Jumper, K Tunyasuvunakool, P Kohli, D Hassabis, A Team
DeepMind website, 2020
39*2020
High accuracy protein structure prediction using deep learning
J Jumper, R Evans, A Pritzel, T Green, M Figurnov, K Tunyasuvunakool, ...
Fourteenth Critical Assessment of Techniques for Protein Structure …, 2020
252020
Tensor Train Decomposition on TensorFlow (T3F).
A Novikov, P Izmailov, V Khrulkov, M Figurnov, IV Oseledets
Journal of Machine Learning Research 21 (30), 1-7, 2020
182020
Probabilistic adaptive computation time
M Figurnov, A Sobolev, D Vetrov
arXiv preprint arXiv:1712.00386, 2017
72017
Linear combination of random forests for the Relevance Prediction Challenge
M Figurnov, A Kirillov
Proc. of Int. Conf. on Web Service and Data Mining workshop on Web Search …, 2012
62012
Устойчивый к шуму метод обучения вариационного автокодировщика
МВ Фигурнов, КА Струминский, ДП Ветров
Интеллектуальные системы. Теория и приложения 21 (2), 90-109, 2017
22017
Robust variational inference
M Figurnov, K Struminsky, D Vetrov
arXiv preprint arXiv:1611.09226, 2016
22016
Measure-valued derivatives for approximate Bayesian inference
M Rosca, M Figurnov, S Mohamed, A Mnih
NeurIPS Workshop on Approximate Bayesian Inference, 2019
12019
Entropy Estimates for Generative Models
K Struminsky, M Figurnov, D Vetrov
2018
Universal Conditional Machine.
O Ivanov, M Figurnov, DP Vetrov
CoRR, 2018
2018
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Articles 1–15