2021
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search
ICCV 2021poster
One of the most critical problems in weight-sharing neural architecture search is the evaluation of candidate models within a predefined search space. In practice, a one-shot supernet is trained to serve as an evaluator. A faithful ranking certainly leads to more accurate searching results. However,…