research
∙
05/22/2023
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows
Towards safe autonomous driving (AD), we consider the problem of learnin...
share
research
∙
07/09/2021
Learning to Detect Adversarial Examples Based on Class Scores
Given the increasing threat of adversarial attacks on deep neural networ...
research
∙
05/27/2021
Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders
Parametric and non-parametric classifiers often have to deal with real-w...
research
∙
02/28/2018