Conditional Adversarial Domain Adaptation

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), pp. 1647-1657, 2018.

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Keywords:
adversarial learningdomain adaptationconditional adversarial domain adaptation

Abstract:

Adversarial learning has been embedded into deep networks to learn disentangled and transferable representations for domain adaptation. Existing adversarial domain adaptation methods may not effectively align different domains of multimodal distributions native in classification problems. In this paper, we present conditional adversarial ...More

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