Sparse Mixture Once-for-all Adversarial Training for Efficient in-situ Trade-off between Accuracy and Robustness of DNNs

Author:

Kundu Souvik1,Sundaresan Sairam1,Sridhar Sharath Nittur1,Lu Shunlin2,Tang Han2,Beerel Peter A.2

Affiliation:

1. Intel Labs,San Diego,USA

2. University of Southern California,Los Angeles,USA

Publisher

IEEE

Reference30 articles.

1. Shiftaddnet: A hardware-inspired deep network;you;Advances in neural information processing systems,2020

2. BMPQ: Bit-Gradient Sensitivity-Driven Mixed-Precision Quantization of DNNs from Scratch

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4. Skipnet: Learning dynamic routing in convolutional networks;wang;Proceedings of the European Conference on Computer Vision (ECCV),2018

5. Wide residual networks;zagoruyko,2016

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