research
∙
01/19/2022
Enhanced Performance of Pre-Trained Networks by Matched Augmentation Distributions
There exists a distribution discrepancy between training and testing, in...
share
research
∙
11/25/2020
Open-World Learning Without Labels
Open-world learning is a problem where an autonomous agent detects thing...
research
∙
11/11/2020
Automatic Open-World Reliability Assessment
Image classification in the open-world must handle out-of-distribution (...
research
∙
08/11/2019
To Beta or Not To Beta: Information Bottleneck for DigitaL Image Forensics
We consider an information theoretic approach to address the problem of ...
research
∙
05/03/2017