Selected Publications

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In CVPR (oral), 2019
"How to discover underlying label information in unlabelled person images? We propose to learn the soft multilabel (real-valued label vector) via comparing the unlabelled image to a set of independent different reference persons."

TPAMI, 2019
"How to learn a deep model for unsupervised RE-ID? We propose to learn the feature representation and distance metric jointly via the asymmetric metric clustering."

In ICCV, 2017
"A person may appear differently in different camera views. Is this important for unsupervised RE-ID? We propose an asymmetric distance metric learning model to explore it."

Recent Publications

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. Exploring Extrinsic Information for Unsupervised Deep Discriminative Representation Learning. Under peer review (submitted to ICCV’19), 2019.

. Unsupervised Person Re-identification by Soft Multilabel Learning. In CVPR (oral), 2019.

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. Patch Based Discriminative Feature Learning for Unsupervised Person Re-identification. In CVPR, 2019.

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. Unsupervised Person Re-identification by Deep Asymmetric Metric Embedding. TPAMI, 2019.

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. MIXGAN: Learning Concepts from Different Domains for Mixture Generation. In IJCAI, 2018.

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. Adversarial Attribute-Image Person Re-identification. In IJCAI, 2018.

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. Letter-level Writer Identification. In FG, 2018.

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. Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification. In ICCV, 2017.

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. RGB-infrared Cross-modality Person Re-identification. In ICCV, 2017.

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Awards

  • Chinese National Scholarship (Graduate), 2018
  • Graduation with Distinction (Undergraduate), Sun Yat-sen University, 2017
  • Excellent Graduation Thesis (Undergraduate), Sun Yat-sen University, 2017
  • Chinese National Scholarship (Undergraduate), 2016

Service

  • Reviewer for CVPR’18
  • Aiming for better reproducibility, I maintain open-source codes for all my first-authored work. Please check my github page at https://github.com/KovenYu