Shiqi Yang

Ph.D.

email

Tokyo, Japan


Research Scientist in Sony Creative AI lab, Tokyo

I was a Ph.D. student in Learning and Machine Perception (LAMP) team (2019.10 ~ 2023.7), advised by Dr. Joost van de Weijer in Computer Vision Center, Autonomous University of Barcelona, Spain. My research during PhD focuses on how to efficiently adapt the pretrained model to real world environment (on computer vision tasks) under domain and category shift unsupervisedly, such as zero-shot learning, source-free/continual/open-set domain adaptation. Currently I am interested in adapting pre-trained multi-modal models (foundation models) for different downstream tasks.

CV (updated Sep. 2023)

News

Selected Publications [full list]

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

preprint

[project][arXiv] [code

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

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]

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

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