Pan Li

I am a thhird -year Ph.D Candidate in Computer Vision Group at Queen Mary University of London, advised by Prof. Shaogang Gong.

My current research interests lie in computer vision and machine learning (few-shot learning, meta learning and cross-domain learning).

Email / ResearchGateGoogle Scholar



Publications

Ranking Distance Calibration for Cross-Domain Few-Shot Learning [link]
Pan Li , Shaogang Gong, Chengjie Wang, Yanwei Fu.
IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

A Simple Feature Augmentation for Domain Generalization[link]
Pan Li*, Da Li*, Wei Li, Shaogang Gong, Yanwei Fu, Timothy Hospedales.
IEEE International Conference on Computer Vision (ICCV), Online, October 2021

Striking a Balance between Stability and Plasticity for Class-Incremental Learning [link]
Guile Wu, Shaogang Gong, Pan Li.
IEEE International Conference on Computer Vision (ICCV), Online, October 2021

Regularising Knowledge Transfer by Meta Functional Learning [link]
Pan Li, Yanwei Fu, Shaogang Gong.
International Joint Conference on Artificial Intelligence (IJCAI), Online, August 2021

Semi-Supervised Few-Shot Learning with Pseudo Label Refinement [link]
Pan Li, Guile Wu, Shaogang Gong, Xu Lan.
IEEE International Conference on Multimedia and Expo (ICME), online, July 2021

Experiences
  • Teaching Assistant in QMUL, 2020 Spring: Deep Learning and Computer Vision (ECS795P)