KS
Karen Simonyan
cs.LGcs.CVstat.MLcs.AIcs.CLcs.SDcs.NEeess.ASProtein ConformationSoftware
On Valency
published · living versionsW_e5myp97b·v1 · currentpublished
W_6fzke3rw·v1published
Preprints & journals
58 papers in the corpus · 2011–2022Flamingo: a Visual Language Model for Few-Shot Learning2204.14198v2 · Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc et al.2022 · 2,500 citationsarXiv
Training Compute-Optimal Large Language Models2203.15556v1 · Jordan Hoffmann, Sebastian Borgeaud, Arthur Mensch et al.2022 · 925 citationsarXiv
HiP: Hierarchical Perceiver2202.10890v2 · Joao Carreira, Skanda Koppula, Daniel Zoran et al.2022 · 3 citationsarXiv
Unified Scaling Laws for Routed Language Models2202.01169v2 · Aidan Clark, Diego de las Casas, Aurelia Guy et al.2022 · 40 citationsarXiv
Improving language models by retrieving from trillions of tokens2112.04426v3 · Sebastian Borgeaud, Arthur Mensch, Jordan Hoffmann et al.2021 · 382 citationsarXiv
Scaling Language Models: Methods, Analysis & Insights from Training Gopher2112.11446v2 · Jack W. Rae, Sebastian Borgeaud, Trevor Cai et al.2021 · 234 citationsarXiv
Skilful precipitation nowcasting using deep generative models of radar.34588668 · Ravuri, Suman, Lenc, Karel, Willson, Matthew et al.2022 · 1,017 citationsNature. 2021;597(7878):672-677
Machine Translation Decoding beyond Beam Search2104.05336v1 · R'emi Leblond, Jean-Baptiste Alayrac, Laurent Sifre et al.2021 · 30 citationsarXiv
Variable-rate discrete representation learning2103.06089v1 · Sander Dieleman, Charlie Nash, Jesse Engel et al.2021 · 11 citationsarXiv
High-Performance Large-Scale Image Recognition Without Normalization2102.06171v1 · Andrew Brock, Soham De, Samuel L. Smith et al.2021 · 323 citationsarXiv
A Practical Sparse Approximation for Real Time Recurrent Learning2006.07232v1 · Jacob Menick, Erich Elsen, Utku Evci et al.2020 · 9 citationsarXiv
AlgebraNets2006.07360v2 · Jordan Hoffmann, Simon Schmitt, Simon Osindero et al.2020 · 2 citationsarXiv
End-to-End Adversarial Text-to-Speech2006.03575v3 · Jeff Donahue, Sander Dieleman, Miko\laj Bi'nkowski et al.2020 · 121 citationsarXiv
Evolving Normalization-Activation Layers2004.02967v5 · Hanxiao Liu, Andrew Brock, Karen Simonyan et al.2020 · 58 citationsarXiv
Transformation-based Adversarial Video Prediction on Large-Scale Data2003.04035v3 · Pauline Luc, Aidan Clark, Sander Dieleman et al.2020 · 38 citationsarXiv
Improved protein structure prediction using potentials from deep learning.31942072 · Senior, Andrew W, Evans, Richard, Jumper, John et al.2020 · 3,379 citationsNature. 2020;577(7792):706-710
LOGAN: Latent Optimisation for Generative Adversarial Networks1912.00953v2 · Yan Wu, Jeff Donahue, David Balduzzi et al.2019 · 52 citationsarXiv
Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13).31602685 · Senior, Andrew W, Evans, Richard, Jumper, John et al.2020 · 347 citationsProteins. 2019;87(12):1141-1148
Fast Sparse ConvNets1911.09723v1 · Erich Elsen, Marat Dukhan, Trevor Gale et al.2019 · 110 citationsarXiv
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model1911.08265v2 · Julian Schrittwieser, Ioannis Antonoglou, Thomas Hubert et al.2019 · 1,684 citationsarXiv
Off-Policy Actor-Critic with Shared Experience Replay1909.11583v2 · Simon Schmitt, Matteo Hessel, Karen Simonyan2019 · 12 citationsarXiv
High Fidelity Speech Synthesis with Adversarial Networks1909.11646v2 · Miko\laj Bi'nkowski, Jeff Donahue, Sander Dieleman et al.2019 · 190 citationsarXiv
Adversarial Video Generation on Complex Datasets1907.06571v2 · Aidan Clark, Jeff Donahue, Karen Simonyan2019 · 147 citationsarXiv
Large Scale Adversarial Representation Learning1907.02544v2 · Jeff Donahue, Karen Simonyan2019 · 399 citationsarXivon Valency
Non-Differentiable Supervised Learning with Evolution Strategies and Hybrid Methods1906.03139v1 · Karel Lenc, Erich Elsen, Tom Schaul et al.2019 · 4 citationsarXiv
Hierarchical Autoregressive Image Models with Auxiliary Decoders1903.04933v2 · Jeffrey De Fauw, Sander Dieleman, Karen Simonyan2019 · 24 citationsarXiv
The StreetLearn Environment and Dataset1903.01292v1 · Piotr Mirowski, Andras Banki-Horvath, Keith Anderson et al.2019 · 52 citationsarXiv
A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play.30523106 · Silver, David, Hubert, Thomas, Schrittwieser, Julian et al.2019 · 3,562 citationsScience (New York, N.Y.). 2018;362(6419):1140-1144
Large Scale GAN Training for High Fidelity Natural Image Synthesis1809.11096v2 · Andrew Brock, Jeff Donahue, Karen Simonyan2018 · 3,717 citationsarXiv
This Time with Feeling: Learning Expressive Musical Performance1808.03715v1 · Sageev Oore, Ian Simon, Sander Dieleman et al.2018 · 214 citationsarXiv
The challenge of realistic music generation: modelling raw audio at scale1806.10474v1 · Sander Dieleman, Aaron van den Oord, Karen Simonyan2018 · 128 citationsarXiv
DARTS: Differentiable Architecture Search1806.09055v2 · Hanxiao Liu, Karen Simonyan, Yiming Yang2018 · 3,252 citationsarXiv
Learning to Navigate in Cities Without a Map1804.00168v3 · Piotr Mirowski, Matthew Koichi Grimes, Mateusz Malinowski et al.2018 · 248 citationsNeural Information Processing Systems 2018
Kickstarting Deep Reinforcement Learning1803.03835v1 · Simon Schmitt, Jonathan J. Hudson, Augustin Zidek et al.2018 · 67 citationsarXiv
Efficient Neural Audio Synthesis1802.08435v2 · Nal Kalchbrenner, Erich Elsen, Karen Simonyan et al.2018 · 526 citationsarXiv
Learning to Search with MCTSnets1802.04697v2 · Arthur Guez, Th'eophane Weber, Ioannis Antonoglou et al.2018 · 41 citationsarXiv
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures1802.01561v3 · Lasse Espeholt, Hubert Soyer, Remi Munos et al.2018 · 849 citationsarXiv
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm1712.01815v1 · David Silver, Thomas Hubert, Julian Schrittwieser et al.2017 · 1,053 citationsarXiv
Parallel WaveNet: Fast High-Fidelity Speech Synthesis1711.10433v1 · Aaron van den Oord, Yazhe Li, Igor Babuschkin et al.2017 · 518 citationsarXiv
Population Based Training of Neural Networks1711.09846v2 · Max Jaderberg, Valentin Dalibard, Simon Osindero et al.2017 · 284 citationsarXiv
Hierarchical Representations for Efficient Architecture Search1711.00436v2 · Hanxiao Liu, Karen Simonyan, Oriol Vinyals et al.2017 · 781 citationsarXiv
Mastering the game of Go without human knowledge.29052630 · Silver, David, Schrittwieser, Julian, Simonyan, Karen et al.2018 · 9,075 citationsNature. 2017;550(7676):354-359
StarCraft II: A New Challenge for Reinforcement Learning1708.04782v1 · Oriol Vinyals, Timo Ewalds, Sergey Bartunov et al.2017 · 678 citationsarXiv
The Kinetics Human Action Video Dataset1705.06950v1 · Will Kay, Joao Carreira, Karen Simonyan et al.2017 · 2,598 citationsarXiv
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders1704.01279v1 · Jesse Engel, Cinjon Resnick, Adam Roberts et al.2017 · 428 citationsarXiv
Neural Machine Translation in Linear Time1610.10099v2 · Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan et al.2016 · 414 citationsarXiv
Video Pixel Networks1610.00527v1 · Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan et al.2016 · 171 citationsarXivon Valency
WaveNet: A Generative Model for Raw Audio1609.03499v2 · Aaron van den Oord, Sander Dieleman, Heiga Zen et al.2016 · 4,911 citationsarXiv
Natural Neural Networks1507.00210v1 · Guillaume Desjardins, Karen Simonyan, Razvan Pascanu et al.2015 · 139 citationsarXiv
Spatial Transformer Networks1506.02025v3 · Max Jaderberg, Karen Simonyan, Andrew Zisserman et al.2015 · 5,137 citationsarXivon Valency
Career total: 80 works. 58 are in this corpus.Showing the 50 most recent.
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