Karen Simonyan

Researcher

Google DeepMind

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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

Papers71 papers

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AlgebraNets

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

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A Practical Sparse Approximation for Real Time Recurrent Learning

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

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End-to-End Adversarial Text-to-Speech

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

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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)

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Evolving Normalization-Activation Layers

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

NeurIPS 2020, (2020)

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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

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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

WOSEIBibtex

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 by19EIBibtex

Large Scale GAN Training for High Fidelity Natural Image Synthesis

Andrew Brock,Jeff Donahue,Karen Simonyan

ICLR, (2019)

Cited by905EIBibtex

Off-Policy Actor-Critic with Shared Experience Replay

Schmitt Simon, Hessel Matteo,Simonyan Karen

ICML 2020, (2019)

Cited by5Bibtex

Efficient Video Generation on Complex Datasets

Clark Aidan,Donahue Jeff,Simonyan Karen

Cited by13Bibtex

Fast Sparse ConvNets

Elsen Erich,Dukhan Marat,Gale Trevor,Simonyan Karen

CVPR, pp.14617-14626, (2019)

Cited by2EIBibtex

LOGAN: Latent Optimisation for Generative Adversarial Networks

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

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Large Scale Adversarial Representation Learning

Jeff Donahue,Karen Simonyan

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

Cited by73EIBibtex

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