I joined Learning and Machine Perception (LAMP) team in 2019.10, 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 computer vision and deep learning, where especially I work on source-free domain adaptation. Currently, I am also stepping into reinforcement learning.
Looking for summer Research Intern 2022 (both academic and industrial)!
News
[Sep. 2021] Our paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation' is accepted by NeurIPS 2021. Arxiv and code are available now.
[Jul. 2021] Our paper 'Generalized Source-free Domain Adaptation' is accepted by ICCV 2021. Arxiv and code are available now.
[Feb. 2021] Our paper 'On Implicit Attribute Localization for Generalized Zero-Shot Learning' is accepted by IEEE Signal Processing Letters.
[Jul. 2019] I accept the open position (PhD) in Computer Vision Center (CVC), UAB, under supervision of Dr. Joost van de Weijer and will start in this fall.
[Oct. 2018] Start working as a research associate in Kyoto University, on the topic of AI for art, working with Prof. Liang Zhao and Prof. Xuefeng Liang.
Publications
arXiv
Unsupervised Domain Adaptation without Source Data by Casting a BAIT
Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui
International Conference
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation
Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui
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]
Parallel Convolutional Networks for Image Recognition via a Discriminator
Shiqi Yang, Gang Peng
Asian Conference on Computer Vision (ACCV) 2018 [paper] [arXiv]
Attention to Refine Through Multi Scales for Semantic Segmentation
Shiqi Yang, Gang Peng
Pacific-Rim Conference on Multimedia (PCM) 2018 [paper] [arXiv]
Journal
On Implicit Attribute Localization for Generalized Zero-Shot Learning
Shiqi Yang, Kai Wang, Luis Herranz, Joost van de Weijer
Research Experience
Oct. 2018~ Mar. 2019, Guest Research Associate in Kyoto University, Japan.
Academic Service
Conference Reviewer: CVPR 2022; WACV 2021, 2022