The performance of OSDA methods degrades drastically under intra-domain class imbalance and inter-domain label shift. However, little attention has been paid to this issue in the community. In this ...

Specifically, we propose novel graph embedding structures to be the class discriminative transfer feature learning item and cross-domain alignment item, which can make the same-category samples ...

Australia is about to spend $10 billion on a new fleet of frigates, with German and Japanese ship makers battling for the ...