Bits-Ensemble: Toward Light-Weight Robust Deep Ensemble by Bits-Sharing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2022.3197986
Abstract: Robustness and uncertainty estimation is crucial to the safety of deep neural networks (DNNs) deployed on the edge. The deep ensemble model, composed of a set of individual DNNs (namely members), has strong performance in… read more here.
Keywords: ensemble toward; deep ensemble; toward light; light weight ... See more keywords