Abstract: Safety-critical applications like video surveillance, traffic monitoring, and autonomous driving often face a lack of labeled data and performance degradation due to domain shifts between ...

Ask the publishers to restore access to 500,000+ books. An icon used to represent a menu that can be toggled by interacting with this icon. A line drawing of the Internet Archive headquarters building ...

Abstract: Methods of domain adaptation can be roughly divided into two categories: feature-based and instance-based. In summary, both methods are a kind of weighted-learning, but feature-based gives ...