5 datasets found

The Office-Home dataset is a visual domain adaptation task, where the goal is to adapt a model trained in a source domain to a target domain with different distributions.

The Office-Home dataset is a dataset for unsupervised domain adaptation, which consists of 15,500 images from 65 classes in 4 distinct domains: Artistic images (Ar), Clip-Art...

Office-Home and MiniDomainNet are two large cross-domain multi-task learning datasets.

The dataset used in the paper is Office-Home, DomainNet, CUB, and iWildCAM2020.

The paper proposes a Towards Fair Knowledge Transfer (TFKT) framework to handle the fairness challenge in imbalanced cross-domain learning.