Cycle-consistent Conditional Adversarial Transfer Networks

17 Sep 2019Jingjing LiErpeng ChenZhengming DingLei ZhuKe LuZi Huang

Domain adaptation investigates the problem of cross-domain knowledge transfer where the labeled source domain and unlabeled target domain have distinctive data distributions. Recently, adversarial training have been successfully applied to domain adaptation and achieved state-of-the-art performance... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Domain Adaptation MNIST-to-USPS 3CATN Accuracy 96.1 # 2
Domain Adaptation SVNH-to-MNIST 3CATN Accuracy 92.5 # 4
Domain Adaptation USPS-to-MNIST 3CATN Accuracy 98.3 # 1