Karen Simonyan

Researcher

Google DeepMind

Show Academic Trajectory

Ego Network

D-Core

Research Interests

Author Statistics

Experience

Education

Bio

He was one of the founders of Vision Factory, an Oxford University spin-off, where his aim was to improve visual recognition systems using deep learning. Vision Factory was acquired by Google DeepMind in October 2014

Papers81 papers

Sort

By YearBy Citation

Evolving Normalization-Activation Layers

Liu Hanxiao,Brock Andrew,Simonyan Karen,Le Quoc V.

NeurIPS, (2020)

Cited by4EIBibtex

Improved protein structure prediction using potentials from deep learning

Andrew W Senior, Richard Evans, John Jumper, James Kirkpatrick,Laurent Sifre, Tim Green,Chongli Qin, Augustin Žídek, Alexander W R Nelson, Alex Bridgland, Hugo Penedones, Stig Petersen

Nat., no. 7792 (2020): 706-710

Cited by204WOSEIBibtex

AlgebraNets

Hoffmann Jordan, Schmitt Simon,Osindero Simon,Simonyan Karen,Elsen Erich

Bibtex

A Practical Sparse Approximation for Real Time Recurrent Learning

Menick Jacob,Elsen Erich, Evci Utku,Osindero Simon,Simonyan Karen,Graves Alex

Cited by1Bibtex

End-to-End Adversarial Text-to-Speech

Donahue Jeff,Dieleman Sander, Bińkowski Mikołaj,Elsen Erich,Simonyan Karen

Cited by5Bibtex

High Fidelity Speech Synthesis with Adversarial Networks

Mikołaj Bińkowski,Jeff Donahue,Sander Dieleman, Aidan Clark,Erich Elsen, Norman Casagrande, Luis C. Cobo,Karen Simonyan

ICLR, (2020)

Cited by32EIBibtex

Transformation-based Adversarial Video Prediction on Large-Scale Data

Luc Pauline, Clark Aidan,Dieleman Sander, Casas Diego de Las, Doron Yotam, Cassirer Albin,Simonyan Karen

Cited by1Bibtex

Top Management Team Quality and Innovation in Venture-Backed Private Firms and IPO Market Rewards to Innovative Activity:

Thomas J. Chemmanur, Manish Gupta,Karen Simonyan

Entrepreneurship Theory and Practice, pp.104225872091882, (2020)

Bibtex

Large Scale Adversarial Representation Learning

Jeff Donahue,Karen Simonyan

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 10541-10551

Cited by108EIBibtex

Large Scale GAN Training for High Fidelity Natural Image Synthesis

Andrew Brock,Jeff Donahue,Karen Simonyan

ICLR, (2019)

Cited by1217EIBibtex

LOGAN: Latent Optimisation for Generative Adversarial Networks

Wu Yan,Donahue Jeff,Balduzzi David,Simonyan Karen, Lillicrap Timothy

Cited by15Bibtex

Fast Sparse ConvNets

Elsen Erich,Dukhan Marat,Gale Trevor,Simonyan Karen

CVPR, pp.14617-14626, (2019)

Cited by13EIBibtex

Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model

Schrittwieser Julian,Antonoglou Ioannis, Hubert Thomas,Simonyan Karen,Sifre Laurent, Schmitt Simon,Guez Arthur,Lockhart Edward,Hassabis Demis,Graepel Thore,Lillicrap Timothy,Silver David

Nature, no. 7839 (2019): 604-609

Cited by106WOSBibtex

Off-Policy Actor-Critic with Shared Experience Replay

Schmitt Simon, Hessel Matteo,Simonyan Karen

ICML, pp.8545-8554, (2019)

Cited by5EIBibtex

Efficient Video Generation on Complex Datasets

Clark Aidan,Donahue Jeff,Simonyan Karen

Cited by13Bibtex

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

Andrew W Senior, Richard Evans, John Jumper, James Kirkpatrick, Laurent Sifre, Tim Green,Chongli Qin, Augustin Žídek, Alexander WR Nelson, Alex Bridgland, Hugo Penedones, Stig Petersen

Proteins: Structure, Function, and Bioinformatics, no. 12 (2019): 1141-1148

Cited by26Bibtex

Adversarial video generation on complex datasets

Aidan Clark, Jeff Donahue,Karen Simonyan

arXiv, pp.arXiv: 1907.06571, (2019)

Cited by38Bibtex

Protein structure prediction using multiple deep neural networks in CASP13

Andrew W Senior, Richard Evans, John Jumper, James Kirkpatrick, Laurent Sifre, Tim Green, Chongli Qin, Augustin Žídek, Alexander W R Nelson, Alex Bridgland, Hugo Penedones, Stig Petersen

Proteins, (2019)

WOSBibtex

Non-Differentiable Supervised Learning with Evolution Strategies and Hybrid Methods

Karel Lenc,Erich Elsen,Tom Schaul,Karen Simonyan

CoRR, (2019)

Cited by4EIBibtex

Hierarchical Autoregressive Image Models with Auxiliary Decoders

Jeffrey De Fauw,Sander Dieleman,Karen Simonyan

arXiv: Computer Vision and Pattern Recognition, (2019)

Cited by12EIBibtex

View All

Base Info Papers Patents Projects