Search Results for author: Edward Yapp

Found 2 papers, 2 papers with code

Towards Cross-Domain Continual Learning

1 code implementation19 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.

Continual Learning

ACDC: Online Unsupervised Cross-Domain Adaptation

1 code implementation4 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.

Online unsupervised domain adaptation

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