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CLIP-CLOP: CLIP-Guided Collage and Photomontage


May 19, 2022
Piotr Mirowski, Dylan Banarse, Mateusz Malinowski, Simon Osindero, Chrisantha Fernando

* 5 pages, 7 figures, accepted at the International Conference on Computational Creativity (ICCC) 2022 as Short Paper: Demo 

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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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