YAN, Shipeng

颜世鹏(Yan, Shipeng)
Doctoral Student

PLUS Lab
School of Information Science and Technology
ShanghaiTech University

Email: yanshp@shanghaitech.edu.cn

[Google Scholar] [Github]

Biography

I am a final-year Doctoral (PhD) student at the PLUS Lab, ShanghaiTech University, under the supervision of Prof. Dr. Xuming He. Before that, I got my Bachelor's degree from Harbin Institute of Technology.

My research interests mainly focus on continual learning. I worked as a Research Intern in the Huya AI, and now as an intern in Noah's Ark Lab. I'm looking for a full-time job. Please feel free to contact me through the email.

News

One paper on General Incremental Learning is accepted by CVPR 2022
One paper on Continual Self-supervised Learning is accepted by ICLR 2022
One paper on Class Incremental Semantic Segmentation is accepted by ACM MM 2021
One paper on Class Incremental Classification is accepted by CVPR 2021(Oral)

Selected Publications

(* indicates equal contribution.)

	General Incremental Learning with Domain-aware Categorical Representations Jiangwei Xie, Shipeng Yan, Xuming He. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [Paper]
	How well self-supervised pre-training performs with streaming data? Dapeng Hu, Shipeng Yan, Qizhengqiu Lu, Lanqing Hong, Hailin Hu, Yifan Zhang, Zhenguo Li, Xinchao Wang, Jiashi Feng. International Conference on Learning Representations (ICLR), 2022. [Paper]
	An EM Framework for Online Incremental Learning of Semantic Segmentation Shipeng Yan, Jiale Zhou, Jiangwei Xie, Songyang Zhang, Xuming He. ACM Multimedia (MM), 2021. [Paper]
	DER: Dynamically Expandable Representation for Class Incremental Learning Shipeng Yan, Jiangwei Xie, Xuming He. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.(Oral) [Paper] [Code]
	Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [Paper] [Code]
	Dynamic Context Correspondence Network for Semantic Alignment Shuaiyi Huang, Qiuyue Wang, Songyang Zhang, Shipeng Yan, Xuming He. International Conference on Computer Vision (ICCV), 2019. [Paper] [Code]
	LatentGNN: Learning Efficient Non-local Relations for Visual Recognition Songyang Zhang, Shipeng Yan, Xuming He. International Conference on Machine Learning (ICML), 2019. [Paper] [Code]
	A Dual Attention Network With Semantic Embedding for Few-shot Learning Shipeng Yan, Songyang Zhang, Xuming He. Association for the Advancement of Artificial Intelligence (AAAI), 2019. [Paper]

Services

Conference Reviewer:

European Conference on Computer Vision (ECCV 2022)
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021/2022)
International Conference on Learning Representations (ICLR 2022)
IEEE International Conference on Computer Vision (ICCV 2021)
Winter Conference on Applications of Computer Vision (WACV 2022)
Chinese Conference on Pattern Recognition and Computer Vision (PRCV 2019)

Example.com homepage

	General Incremental Learning with Domain-aware Categorical Representations Jiangwei Xie, Shipeng Yan, Xuming He. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [Paper]
	How well self-supervised pre-training performs with streaming data? Dapeng Hu, Shipeng Yan, Qizhengqiu Lu, Lanqing Hong, Hailin Hu, Yifan Zhang, Zhenguo Li, Xinchao Wang, Jiashi Feng. International Conference on Learning Representations (ICLR), 2022. [Paper]
	An EM Framework for Online Incremental Learning of Semantic Segmentation Shipeng Yan, Jiale Zhou, Jiangwei Xie, Songyang Zhang, Xuming He. ACM Multimedia (MM), 2021. [Paper]
	DER: Dynamically Expandable Representation for Class Incremental Learning Shipeng Yan, Jiangwei Xie, Xuming He. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.(Oral) [Paper] [Code]
	Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [Paper] [Code]
	Dynamic Context Correspondence Network for Semantic Alignment Shuaiyi Huang, Qiuyue Wang, Songyang Zhang, Shipeng Yan, Xuming He. International Conference on Computer Vision (ICCV), 2019. [Paper] [Code]
	LatentGNN: Learning Efficient Non-local Relations for Visual Recognition Songyang Zhang, Shipeng Yan, Xuming He. International Conference on Machine Learning (ICML), 2019. [Paper] [Code]
	A Dual Attention Network With Semantic Embedding for Few-shot Learning Shipeng Yan, Songyang Zhang, Xuming He. Association for the Advancement of Artificial Intelligence (AAAI), 2019. [Paper]

YAN, Shipeng

Biography

News

Selected Publications

Services

Collaborators: Songyang Zhang, Yongfei Liu, Shuaiyi Huang, Bo Wan