Jiabo Huang
Computer Vision Group
School of Electronic Engineering and Computer Science
Queen Mary University of London
Mile End Road
London, E1 4NS, UK
E-mail: jiabo.huang AT qmul.ac.uk
Github
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Google Scholar
Jiabo (Raymond) Huang received his PhD degree in Computer Science from Queen Mary University of London under the supervision of Prof. Shaogang (Sean) Gong. He also worked closely with Dr. Xiatian Zhu from University of Surrey. His PhD thesis is on unsupervised deep learning of visual representation.
His current research is in Computer Vision and Machine Learning, with a focus on deep learning with insufficient human supervision, e.g. unsupervised learning, transfer learning, and vision-language modelling.
News
Publications
Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training
Dezhao Luo,
Jiabo Huang,
Shaogang Gong,
Hailin Jin,
Yang Liu
In Proc.
IEEE Conference on Computer Vision and Pattern Recognition,
Vancouver,
Jun 2023.
(CVPR'23).
[PDF]
Deep Clustering by Semantic Contrastive Learning
Jiabo Huang,
Shaogang Gong
In Proc.
British Machine Vision Conference,
London, UK,
Nov 2022.
(BMVC'22).
[PDF]
Hybrid-Learning Video Moment Retrieval across Multi-Domain Labels
Weitong Cai,
Jiabo Huang,
Shaogang Gong
In Proc.
British Machine Vision Conference,
London, UK,
Nov 2022.
(BMVC'22).
[PDF]
Video Activity Localisation with Uncertainties in Temporal Boundary
Jiabo Huang,
Hailin Jin,
Shaogang Gong,
Yang Liu
In Proc.
European Conference on Computer Vision,
Tel Aviv, Israel,
Oct 2022.
(ECCV'22).
[PDF]
[Code]
[Project]
Feature-Distribution Perturbation and Calibration for Generalized Person ReID
Qilei Li,
Jiabo Huang,
Jian Hu,
Shaogang Gong
arXiv preprint,
2022
[PDF]
Local-Global Associative Frame Assemble in Video Re-ID
Qilei Li,
Jiabo Huang,
Shaogang Gong
In Proc.
The British Machine Vision Conference,
Virtual,
Nov 2021.
(BMVC'21).
[PDF]
[Project]
Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation
Jiabo Huang,
Yang Liu,
Shaogang Gong,
Hailin Jin
In Proc.
International Conference on Computer Vision,
Montreal, Canada,
Oct 2021.
(ICCV'21).
[PDF]
[Project]
Unsupervised Transfer Learning with Self-Supervised Remedy
Jiabo Huang,
Shaogang Gong
arXiv preprint,
2020
[PDF]
Deep Semantic Clustering by Partition Confidence Maximisation
Jiabo Huang,
Shaogang Gong,
Xiatian Zhu
In Proc.
IEEE Conference on Computer Vision and Pattern Recognition,
Seattle, USA,
Jun 2020.
(CVPR'20).
[PDF]
[Code]
[Project]
Unsupervised Deep Learning via Affinity Diffusion
Jiabo Huang,
Qi Dong,
Shaogang Gong,
Xiatian Zhu
In Proc.
AAAI Conference on Artificial Intelligence,
New York, USA,
Feb 2019.
(AAAI'20).
[PDF]
[Project]
Unsupervised Deep Learning by Neighbourhood Discovery
Jiabo Huang,
Qi Dong,
Shaogang Gong,
Xiatian Zhu
In Proc.
36th International Conference on Machine Learning,
Long beach, CA, USA,
Jun 2019.
(ICML'19).
[PDF]
[Code]
[Project]
Experiences
Last updated in March 2023