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职业迁徙
个人简介
I am an Associate Professor in the Machine Learning Group at the Department of Physics and Technology at the University of Tromsø (UiT) – The Arctic University of Norway and am working on applications and development of deep learning algorithms. Currently, one of my main research focuses is the development of unsupervised/semi-supervised deep learning methods as well as challenges related to learning in the presence of limited labeled data.
Another main research interest is to improve Convolutional Neural Networks for detection/segmentation in e.g. remote sensing and health images. Other topics of interest in this work include transfer learning, the handling of different image resolutions and multi-modality. This is a joint effort with researchers at the Norwegian Computing Center in Oslo, Norway.
研究兴趣
论文共 16 篇作者统计合作学者相似作者
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Frontiers in Nuclear Medicine (2024)
arxiv(2024)
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NEURAL NETWORKS (2024): 417-430
AAAI 2024no. 4 (2024): 3441-3449
Pattern Recognition (2024): 110229
Frontiers in Nuclear Medicine (2024)
Xujie Zhang, Binbin Yang,Michael C. Kampffmeyer, Wenqing Zhang, Shiyue Zhang, Guansong Lu,Liang Lin, Hang Xu,Xiaodan Liang
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.1-5, (2023)
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