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Dr. Kaiyang Zhou is currently a research fellow at NTU Singapore, working with Prof. Ziwei Liu and Prof. Chen Change Loy. He received his PhD in Computer Science from the University of Surrey, UK, under the supervision of Prof. Tao Xiang. His research interests lie at the intersection of machine learning and computer vision, with specialization in representation learning, domain generalization and data-efficient learning. He has published more than 20 papers at top-tier journals and conferences in relevant fields with over 3,000 citations received (h-index: 15). He is a guest editor of International Journal of Computer Vision (IJCV) and has served as an area chair and senior program committee member for BMVC 2022 and AAAI 2023, respectively. He is the creator of the popular open-source software Torchreid for person re-identification.

*Will join the Dept. of Computer Science, Hong Kong Baptist University as Assistant Professor in August 2023. Several fully-funded PhD studentships in AI/CV/ML are available (starting in Fall 2024). Feel free to get in touch. (Please read this before sending an email.)

News

• [2023-01] Call for Papers: ICLR 2023 workshop on what do we need for successful domain generalization?
• [2022-09] Call for Papers: IJCV Special Issue on The Promises and Dangers of Large Vision Models.

Professional services

• Guest Editor: IJCV Special Issue on The Promises and Dangers of Large Vision Models
• Area Chair / Senior Program Committee: BMVC 2022, AAAI 2023
• Organizing Committee: CVPR 2023 Tutorial, ICLR 2023 Workshop, The AI Talks
• Reviewer: TPAMI, IJCV, ICLR, NeurIPS, ICML, AAAI, CVPR, ICCV, ECCV, etc.

Software and datasets

• Torchreid: A codebase for person re-identification (including documentation and model zoo).
• Dassl: A multifunctional codebase for domain generalization, domain adaptation and semi-supervised learning.
• CoOp: A codebase for developing adaptation methods (e.g., prompt learning) for large-scale vision-language models.
• OpenOOD: A codebase and benchmark for out-of-distribution detection.
• PSG: A dataset for panoptic scene graph generation. (Codebase: OpenPSG.)