Shiqi Yang

Ph.D.

shiqi.yang@sony.com

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 working on audio-visual generation, and I am also interested in multi-modal model adaptation/generalization.

CV (updated Jan. 2024)

Research Summary/Examples

News

Full Publications

Preprint

Senmao Li, Taihang Hu, Fahad Shahbaz Khan, Linxuan Li, Shiqi Yang, Yaxing Wang, Ming-Ming Cheng, Jian Yang

preprint [project][arxiv][code]

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

preprint [project][arXiv][code

Shiqi Yang, Atsushi Hashimoto, Yoshitaka Ushiku

preprint [arXiv]

International Conference

Kai Wang, Fei Yang, Shiqi Yang, Muhammad Atif Butt, Joost van de Weijer 

Advances in Neural Information Processing Systems (NeurIPS) 2023 [paper][arxiv][code]

Kai Wang, Chenshen Wu, Andrew D. Bagdanov, Xialei Liu, Shiqi Yang, Shangling Jui, Joost van de Weijer

British Machine Vision Conference (BMVC) 2022 [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]

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

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

Shiqi Yang, Gang Peng

Asian Conference on Computer Vision (ACCV) 2018 [paper][arXiv]

Shiqi Yang, Gang Peng

Pacific-Rim Conference on Multimedia (PCM) 2018 [paper][arXiv]

Journal

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

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 [paper][arxiv]

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

Computer Vision and Image Understanding (CVIU), 2023 [paper][arxiv][code]

Shiqi Yang, Kai Wang, Luis Herranz, Joost van de Weijer 

IEEE Signal Processing Letters, 2021 [paper][arXiv] 

Invited Talks, Awards and Activities


Academic Service

Conference Reviewer: ICLR 24; ICCV 23; NeurIPS 22-23; ECCV 22-24; ICML 22-24; CVPR 22-24; WACV 21-22

Journal Reviewer: IEEE TKDE, TPAMI, TAI, IJCV