Adversarial Domain Adaptation Algorithm
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An Adversarial Domain Adaptation Algorithm is a domain adaptation algorithm that ...
References
2021
- (Li et al., 2021) ⇒ Jingyao Li, Zhanshan Li, and Shuai Lü. (2021). “Feature Concatenation for Adversarial Domain Adaptation.” Expert Systems with Applications 169
- QUOTE: ... Adversarial domain adaptation methods learn domain-invariant feature representations through adversarial learning. The domain-invariant feature representation guarantees the transferability. ... In adversarial domain adaptation methods, the domain discriminator is used to distinguish features of the source and target domains, while the feature extractor is used to extract features that deceive the domain discriminator. ...