Weijun Hong

DropNAS: Grouped Operation Dropout for Differentiable Architecture Search

2022 · arXiv (Cornell University)

Neural architecture search (NAS) has shown encouraging results in automating the architecture design. Recently, DARTS relaxes the search process with a differentiable formulation that leverages weight-sharing and SGD where all candidate operations are trained simultaneously. …