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05/06/2022
CLIP-CLOP: CLIP-Guided Collage and Photomontage
The unabated mystique of large-scale neural networks, such as the CLIP d...
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05/01/2021
Generative Art Using Neural Visual Grammars and Dual Encoders
Whilst there are perhaps only a few scientific methods, there seem to be...
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10/06/2020
From Language Games to Drawing Games
We attempt to automate various artistic processes by inventing a set of ...
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11/14/2018
Evolving intrinsic motivations for altruistic behavior
Multi-agent cooperation is an important feature of the natural world. Ma...
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11/27/2017
Population Based Training of Neural Networks
Neural networks dominate the modern machine learning landscape, but thei...
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11/01/2017
Hierarchical Representations for Efficient Architecture Search
We explore efficient neural architecture search methods and present a si...
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01/30/2017
PathNet: Evolution Channels Gradient Descent in Super Neural Networks
For artificial general intelligence (AGI) it would be efficient if multi...
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06/08/2016
Convolution by Evolution: Differentiable Pattern Producing Networks
In this work we introduce a differentiable version of the Compositional ...
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04/14/2016
Learning to Generate Genotypes with Neural Networks
Neural networks and evolutionary computation have a rich intertwined his...
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04/06/2014
A Denoising Autoencoder that Guides Stochastic Search
An algorithm is described that adaptively learns a non-linear mutation d...
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03/28/2013
Design for a Darwinian Brain: Part 2. Cognitive Architecture
The accumulation of adaptations in an open-ended manner during lifetime ...
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03/28/2013