research
∙
08/15/2023
DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models
Given a classifier, the inherent property of semantic Out-of-Distributio...
share
research
∙
12/21/2020
Blurring Fools the Network – Adversarial Attacks by Feature Peak Suppression and Gaussian Blurring
Existing pixel-level adversarial attacks on neural networks may be defic...
research
∙
12/21/2020
Amplifying the Anterior-Posterior Difference via Data Enhancement – A More Robust Deep Monocular Orientation Estimation Solution
Existing deep-learning based monocular orientation estimation algorithms...
research
∙
12/21/2020
Exploiting Vulnerability of Pooling in Convolutional Neural Networks by Strict Layer-Output Manipulation for Adversarial Attacks
Convolutional neural networks (CNN) have been more and more applied in m...
research
∙
09/24/2019