research
∙
07/27/2023
Unified Adversarial Patch for Visible-Infrared Cross-modal Attacks in the Physical World
Physical adversarial attacks have put a severe threat to DNN-based objec...
share
research
∙
07/15/2023
Unified Adversarial Patch for Cross-modal Attacks in the Physical World
Recently, physical adversarial attacks have been presented to evade DNNs...
research
∙
06/08/2022
Out-of-Distribution Detection with Class Ratio Estimation
Density-based Out-of-distribution (OOD) detection has recently been show...
research
∙
09/29/2021
Flow Based Models For Manifold Data
Flow-based generative models typically define a latent space with dimens...
research
∙
09/03/2020
Penalty and Augmented Lagrangian Methods for Layer-parallel Training of Residual Networks
Algorithms for training residual networks (ResNets) typically require fo...
research
∙
10/10/2018
Random ReLU Features: Universality, Approximation, and Composition
We propose random ReLU features models in this work. Its motivation is r...
research
∙
09/12/2018