1 code implementation • 19 Feb 2024 • Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Chua Haoyan, Edward Yapp
In this work, we introduce a novel approach called Cross-Domain Continual Learning (CDCL) that addresses the limitations of being limited to single supervised domains.
1 code implementation • 4 Oct 2021 • Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Yapp
We consider the problem of online unsupervised cross-domain adaptation, where two independent but related data streams with different feature spaces -- a fully labeled source stream and an unlabeled target stream -- are learned together.