Search Results for author: Jianhai Su

Found 3 papers, 2 papers with code

FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks

1 code implementation18 Jan 2020 Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi

FlexiBO weights the improvement of the hypervolume of the Pareto region by the measurement cost of each objective to balance the expense of collecting new information with the knowledge gained through objective evaluations, preventing us from performing expensive measurements for little to no gain.

Bayesian Optimization Object Detection +2

ATHENA: A Framework based on Diverse Weak Defenses for Building Adversarial Defense

3 code implementations2 Jan 2020 Ying Meng, Jianhai Su, Jason O'Kane, Pooyan Jamshidi

There has been extensive research on developing defense techniques against adversarial attacks; however, they have been mainly designed for specific model families or application domains, therefore, they cannot be easily extended.

Adversarial Defense Denoising +1

Cannot find the paper you are looking for? You can Submit a new open access paper.