Shiqi Yang

Ph.D Candidate

syang@cvc.uab.es

Barcelona, Spain


I joined Learning and Machine Perception (LAMP) team in 2019.10 (expected to graduate at some point before 2023.10), as a PhD student advised by Dr. Joost van de Weijer in Computer Vision Center, 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 how to efficiently adapt the pretrained model to real world environment under domain and category shift unsupervisedly, where especially I work on source-free/continual/open-set/universal domain adaptation.

CV (updated Nov. 2022)

research summary during PhD

Looking for researcher/scientist position

(Tokyo, or Europe) in late 2023

News

I will be in Tokyo for about 4 months, for an internship (expectedly starting in Dec.) in OMRON SINIC X, working with Dr. Atsushi Hashimoto and Dr. Yoshitaka Ushiku on the topic of "machine learning for few training data".

Selected Publications [full list]

  • One Ring to Bring Them All: Towards Open-Set Recognition under Domain Shift

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

preprint

[project][arXiv] [code]

  • Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation

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

Advances in Neural Information Processing Systems (NeurIPS) 2022 Spotlight [project][paper][arXiv] [code]

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

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

Advances in 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.


Invited Talks


Academic Service

Conference Reviewer: NeurIPS 2022; ECCV 2022; ICML 2022; CVPR 2022, 2023; WACV 2021, 2022

Journal Reviewer: IEEE TKDE, TPAMI