British Antarctic Survey (BAS) researchers launch annual expeditions to ...
Pixel space augmentation has grown in popularity in many Deep Learning a...
Consistency regularization describes a class of approaches that have yie...
Human enterprise often suffers from direct negative effects caused by
je...
Virtual Adversarial Training has recently seen a lot of success in
semi-...
In this paper we test the use of a deep learning approach to automatical...
Consistency regularization describes a class of approaches that have yie...
In this paper, we propose two methods of calculating theoretically maxim...
This paper explores the use of self-ensembling for visual domain adaptat...