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AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-Identification

AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-Identification

Domain adaptive person re-identification (re-ID) is a challenging task, especially when person identities in target domains are unknown. Existing methods attempt to address this challenge by transferring image styles or aligning feature distributions across domains, whereas the rich unlabeled samples in target domains are not sufficiently exploited. This paper presents …