Improving Differentiable Architecture Search with a Generative Model

Ruisi Zhang, Youwei Liang, Sai Ashish Somayajula +1

In differentiable neural architecture search (NAS) algorithms like DARTS, the training set used to update model weight and the validation set used to update model architectures are…