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Dr Jing-Hao Xue (J.-H. Xue)
Professor of Statistical Pattern Recognition,
Department of Statistical Science,
University College London,
London WC1E 6BT, UK; jinghao.xue -aT- ucl.ac.uk
- Research Interests
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- Statistical pattern recognition, machine learning, computer vision
- Editorial Boards
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- Associate Editor: IEEE Transactions on Cybernetics (2022-2024); IEEE Transactions on Neural Networks and Learning Systems (2021-2023; Outstanding Associate Editor of 2022); IEEE Transactions on Circuits and Systems for Video Technology (2021-2024; Best Associate Editor Award of 2021); Neurocomputing (2020-2021); Digital Signal Processing (2020-2021)
- Guest Editorials
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- Selected Conference Publications
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Zhang, Z., Yan, Y., Xue, J.-H. and Wang, H. (2024)
Spatial-contextual discrepancy information compensation for GAN inversion.
AAAI Conference on Artificial Intelligence (AAAI, acceptance rate 23.75%).
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Qiu, L., Chen, S., Yan, Y., Xue, J.-H., Wang, D.-H.. and Zhu, S. (2024)
High-order structure based middle-feature learning for visible-infrared person re-identification.
AAAI Conference on Artificial Intelligence (AAAI, acceptance rate 23.75%).
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Xia, W., de Charette, R., Ă–ztireli, C. and Xue, J.-H. (2024)
DREAM: Visual decoding from reversing human visual system.
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV, acceptance rate 41.5%), 8226-8235.
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Wang, H., Xiang, X., Fan, Y. and Xue, J.-H. (2024)
Customizing 360-degree panoramas through text-to-image diffusion models.
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV, acceptance rate 41.5%), 4933-4943.
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Past Publications
- Journal Publications
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Lv, Y., Huang, G., Yan, Y., Xue, J.-H., Chen, S. and Wang, H. (2024+)
Visual-textual attribute learning for class-incremental facial expression recognition.
IEEE Transactions on Multimedia.
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Wu, W., Shao, Y., Gao, C., Xue, J.-H. and Sang, N. (2024)
Query-centric distance modulator for few-shot classification.
Pattern Recognition, 151, 110380.
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Myung, W., Su, N., Xue, J.-H. and Wang, G. (2024+)
DeGCN: Deformable graph convolutional networks for skeleton-based action recognition.
IEEE Transactions on Image Processing.
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Lv, Y., Yan, Y., Xue, J.-H., Chen, S. and Wang, H. (2024+)
Relationship-guided knowledge transfer for class-incremental facial expression recognition.
IEEE Transactions on Image Processing, 33, 2293-2304.
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Yang, F., Jiang, R., Yan, Y., Xue, J.-H., Wang, B. and Wang, H. (2024+)
Dual-mode learning for multi-dataset X-ray security image detection.
IEEE Transactions on Information Forensics and Security.
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Xu, Y., Yan, Y., Xue, J.-H., Hua, Y. and Wang, H. (2024+)
Unpaired caricature-visual face recognition via feature decomposition-restoration-decomposition.
IEEE Transactions on Circuits and Systems for Video Technology.
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Zhang, J., Liao, Q., Ma, H., Xue, J.-H., Yang, W. and Liu, S. (2024+)
Exploit the best of both end-to-end and map-based methods for multi-focus image fusion.
IEEE Transactions on Multimedia.
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Zhao, P., Song, Y., Wang, S., Xue, J.-H., Zhao, S., Liao, Q. and Yang, W. (2024)
VPCFormer: A transformer-based multi-view finger vein recognition model and a new benchmark.
Pattern Recognition, 148, 110170.
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Jiang, R., Yan, Y., Xue, J.-H., Chen, S., Wang, N. and Wang, H. (2023+)
Knowledge distillation meets label noise learning: Ambiguity-guided mutual label refinery.
IEEE Transactions on Neural Networks and Learning Systems.
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Xia, W. and Xue, J.-H. (2024)
A survey on deep generative 3D-aware image synthesis.
ACM Computing Surveys, 56(4), 90.
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Past Publications
- Acknowledgements
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Mentors: Prof Hall, P.; Prof Titterington, D.M.
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PhD graduates: Dr Dong, M. (2013-2018; Lecturer, Bath, 2024); Dr Kazakeviciute, A. (2013-2017; Lecturer, Brunel, 2018); Dr Wang, Z. (2013-2017); Dr Zhu, R. (2013-2017; Lecturer, Kent, 2017; Senior Lecturer, City, 2021); Dr Lu, X. (2015-2020); Dr Ling, Y. (2016-2022); Dr Yang, X. (2016-2020; Lecturer, Glasgow, 2020); Dr Wang, X. (2020-2024)
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Alma maters: Tsinghua University; KU Leuven; University of Glasgow
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The Alan Turing Institute (Turing Fellow, 2018-2023)