Dr. Kaiyang Zhou is an Assistant Professor at the Department of Computer Science, Hong Kong Baptist University. His research interests lie at the intersection of computer vision and machine learning. He is an associate editor of the International Journal of Computer Vision (IJCV) and has served as area chair or senior program committee member for CVPR, ECCV, AAAI, and BMVC. Prior to joining HKBU, he was a postdoc at Nanyang Technological University, 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.
Fields of specialization: visual perception, multimodal models, domain generalization, domain adaptation.
Opening positions: PhD/MPhil/RA. Eager to work on cutting-edge research about foundation models (LLM, VLM, ...)? Feel free to reach out via email.
News
Professional services
- Associate Editor: International Journal of Computer Vision (IJCV)
- Guest Editor: IJCV Special Issue on The Promises and Dangers of Large Vision Models
- Area Chair / Senior Program Committee: NeurIPS, CVPR, ECCV, BMVC, AAAI
- Organizing Committee: The AI Talks, CVPR 2023 Prompting Tutorial, ICLR 2023 DG Workshop, CVPR 2024 Prompting Workshop, etc.
- Reviewer: TPAMI, IJCV, ICLR, NeurIPS, ICML, AAAI, CVPR, ICCV, ECCV, etc.
Teaching
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Hong Kong Baptist University
COMP7065: Innovative Laboratory
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Nanyang Technological University
AI6126 Guest Lecture: Open-World Visual Recognition
OpenMMLab Workshop: Object Detection
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Queen Mary University of London
ECS797: Machine Learning for Visual Data Analytics
ECS708: Machine Learning
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.)