Michael Figurnov

13 papers A* 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2022 J jnl
AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models.
Nucleic Acids Res.
Mihaly Varadi, Stephen Anyango, Mandar S. Deshpande, Sreenath Nair, Cindy Natassia, Galabina Yordanova, David Yuan, Oana Stroe, Gemma Wood, Agata Laydon, Augustin Zídek, Tim Green, Kathryn Tunyasuvunakool, Stig Petersen, John Jumper, Ellen Clancy, Richard Green, Ankur Vora, Mira Lutfi, Michael Figurnov, Andrew Cowie, Nicole Hobbs, Pushmeet Kohli, Gerard J. Kleywegt, Ewan Birney, Demis Hassabis, Sameer Velankar
2020 J jnl
Monte Carlo Gradient Estimation in Machine Learning.
J. Mach. Learn. Res.
Shakir Mohamed, Mihaela Rosca, Michael Figurnov, Andriy Mnih
2020 J jnl
Tensor Train Decomposition on TensorFlow (T3F).
J. Mach. Learn. Res.
Alexander Novikov, Pavel Izmailov, Valentin Khrulkov, Michael Figurnov, Ivan V. Oseledets
2019 J jnl
Monte Carlo Gradient Estimation in Machine Learning.
CoRR
Shakir Mohamed, Mihaela Rosca, Michael Figurnov, Andriy Mnih
2019 — conf
Variational Autoencoder with Arbitrary Conditioning.
ICLR (Poster)
Oleg Ivanov, Michael Figurnov, Dmitry P. Vetrov
2018 J jnl
Implicit Reparameterization Gradients.
CoRR
Michael Figurnov, Shakir Mohamed, Andriy Mnih
2018 J jnl
Tensor Train decomposition on TensorFlow (T3F).
CoRR
Alexander Novikov, Pavel Izmailov, Valentin Khrulkov, Michael Figurnov, Ivan V. Oseledets
2018 J jnl
Universal Conditional Machine.
CoRR
Oleg Ivanov, Michael Figurnov, Dmitry P. Vetrov
2017 J jnl
Probabilistic Adaptive Computation Time.
CoRR
Michael Figurnov, Artem Sobolev, Dmitry P. Vetrov
2017 A* conf
Spatially Adaptive Computation Time for Residual Networks.
CVPR
Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry P. Vetrov, Ruslan Salakhutdinov
2016 J jnl
Robust Variational Inference.
CoRR
Michael Figurnov, Kirill Struminsky, Dmitry P. Vetrov
2016 J jnl
Spatially Adaptive Computation Time for Residual Networks.
CoRR
Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry P. Vetrov, Ruslan Salakhutdinov
2015 J jnl
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions.
CoRR
Michael Figurnov, Dmitry P. Vetrov, Pushmeet Kohli