Shiqi Yang

Ph.D Candidate

syang@cvc.uab.es


I joined Learning and Machine Perception (LAMP) team in 2019.10 (expected graduate in some point before 2023.10), as a Ph.D student advised by Dr. Joost van de Weijer in Computer Vision Center of Autonomous University of Barcelona, Spain. I received Master degree from the Huazhong University of Science and Technology, China in 2019, during my master study I once worked as research associate in Kyoto University, Japan. My research interest focuses on transfer learning and data efficient learning, where especially I work on source-free/continual/open-set/universal domain adaptation.

CV (updated May 2022)

Looking for research intern or visiting student position

News

Selected Publications [full list]

  • Local Prediction Aggregation: A Frustratingly Easy Source-free Domain Adaptation Method

Shiqi Yang, Yaxing Wang, Kai Wang, Joost van de Weijer, Shangling Jui

[arXiv] [code]

  • Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation

Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui

Annual Conference on Neural Information Processing Systems (NeurIPS) 2021 [project] [paper] [arXiv] [code] [video]

  • Generalized Source-free Domain Adaptation

Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui

International Conference on Computer Vision (ICCV) 2021 [project] [paper] [arXiv] [code] [video]

Research Experience

  • Oct. 2018~ Mar. 2019, Guest Research Associate in Kyoto University, Japan.

Academic Service

Conference Reviewer: NeurIPS 2022; ECCV 2022; ICML 2022; CVPR 2022; WACV 2021, 2022

Journal Reviewer: IEEE TKDE