Methods > General

Neural Architecture Search

Neural Architecture Search methods are search methods that seek to learn architectures for machine learning tasks, including the underlying build blocks. Below you can find a continuously updating list of neural architecture search algorithms.

METHOD YEAR PAPERS
DARTS
2018 50
Differentiable NAS
2018 21
Neural Architecture Search
2017 13
ProxylessNAS
2018 7
PNAS
2017 7
DNAS
2018 4
DetNAS
2019 3
Aging Evolution
2018 2
SCARLET-NAS
2019 1
GreedyNAS
2020 1
DenseNAS
2019 1
Hit-Detector
2020 1
DARTS Max-W
2019 1
Differentiable Hyperparameter Search
2019 1
HyperTree MetaModel
2018 1
SynaNN
2019 1
Random Mutation Search
2021 1
AutoGAN
2019 1