252 citations · 1k across the 12 of their papers we have counts for
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cs.NE2021★ 4 cited
Faster Improvement Rate Population Based Training
Valentin Dalibard, Max Jaderberg
The successful training of neural networks typically involves careful and time consuming hyperparameter tuning. Population Based Training (PBT) has recently been proposed to automa…
cs.NE2016
Convolution by Evolution: Differentiable Pattern Producing Networks
Chrisantha Fernando, Dylan Banarse, Malcolm Reynolds +5
In this work we introduce a differentiable version of the Compositional Pattern Producing Network, called the DPPN. Unlike a standard CPPN, the topology of a DPPN is evolved but th…