Learning to transfer under unknown noisy environments: An universal weakly-supervised domain...

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Universal and scalable weakly-supervised domain adaptation

X Liu, Y Huang, H Wang, Z **ao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Domain adaptation leverages labeled data from a source domain to learn an accurate
classifier for an unlabeled target domain. Since the data collected in practical applications …
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TANet: Adversarial Network via Tokens Transformer for Universal Domain Adaptation

H Wu, Z Feng, Q Zhang, J Wu, J Lai - International Conference on Image …, 2023 - Springer
Abstract Universal Domain Adaptation (UDA) aims to transfer knowledge between two
datasets. The main challenge is to distinguish “unknown” classes that do not exist in the …
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