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Generative Art Using Neural Visual Grammars and Dual Encoders


May 04, 2021
Chrisantha Fernando, S. M. Ali Eslami, Jean-Baptiste Alayrac, Piotr Mirowski, Dylan Banarse, Simon Osindero


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From Language Games to Drawing Games


Oct 06, 2020
Chrisantha Fernando, Daria Zenkova, Stanislav Nikolov, Simon Osindero


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Hierarchical Representations for Efficient Architecture Search


Feb 22, 2018
Hanxiao Liu, Karen Simonyan, Oriol Vinyals, Chrisantha Fernando, Koray Kavukcuoglu

* Accepted as a conference paper at ICLR 2018 

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Population Based Training of Neural Networks


Nov 28, 2017
Max Jaderberg, Valentin Dalibard, Simon Osindero, Wojciech M. Czarnecki, Jeff Donahue, Ali Razavi, Oriol Vinyals, Tim Green, Iain Dunning, Karen Simonyan, Chrisantha Fernando, Koray Kavukcuoglu


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PathNet: Evolution Channels Gradient Descent in Super Neural Networks


Jan 30, 2017
Chrisantha Fernando, Dylan Banarse, Charles Blundell, Yori Zwols, David Ha, Andrei A. Rusu, Alexander Pritzel, Daan Wierstra


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Convolution by Evolution: Differentiable Pattern Producing Networks


Jun 08, 2016
Chrisantha Fernando, Dylan Banarse, Malcolm Reynolds, Frederic Besse, David Pfau, Max Jaderberg, Marc Lanctot, Daan Wierstra


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Learning to Generate Genotypes with Neural Networks


Apr 14, 2016
Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando


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A Denoising Autoencoder that Guides Stochastic Search


Apr 06, 2014
Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando

* Submitted to Parallel Problem Solving from Nature 2014 

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Design for a Darwinian Brain: Part 2. Cognitive Architecture


Mar 28, 2013
Chrisantha Fernando, Vera Vasas

* Submitted as Part 2 to Living Machines 2013, Natural History Museum, London. Code available on github as it is being developed to implement the cognitive architecture above, here... https://github.com/ctf20/DarwinianNeurodynamics 

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Design for a Darwinian Brain: Part 1. Philosophy and Neuroscience


Mar 28, 2013
Chrisantha Fernando

* Darwinian Neurodynamics. Submitted as a two part paper to Living Machines 2013 Natural History Museum, London 

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