[1708.05344] SMASH: One-Shot Model Architecture Search ...
SMASH: One-Shot Model Architecture Search through HyperNetworks. Authors: Andrew Brock, Theodore Lim, J.M. Ritchie, Nick Weston. Download PDF. Abstract: Designing architectures for deep neural networks requires expert knowledge and substantial computation time. We propose a technique to accelerate architecture selection by learning an auxiliary ...