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Zeyu Zhu I am an incoming PhD student at Showlab supervised by Prof. Mike Shou in National University of Singapore. And I am very fortunate to be advised by Prof. Xiangyong Cao and Prof. Deyu Meng throughout my undergraduate years. |
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ResearchI'm interested in computer vision and generative AI. |
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Unsupervised Hyperspectral Pansharpening via Low-rank Diffusion Model
Xiangyu Rui, Xiangyong Cao, Li Pang, Zeyu Zhu, Zongsheng Lyu, DeyuMeng Information Fusion(IF=18.6), 2024 github / arxiv We propose a low-rank diffusion model for hyperspectral pansharpening by leveraging the power of the pre-trained deep diffusion model and better generalization ability of Bayesian methods. |
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Probability-based Global Cross-modal Upsampling for Pansharpening
Zeyu Zhu, Xiangyong Cao, Man Zhou, Junhao Huang, Deyu Meng The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023 github / arxiv We propose a novel probability-based global cross-modal upsampling (PGCU) method for pan-sharpening to to exploit global information of the LRMS image as well as the cross-modal information of the PAN image which can be plug-and-played into existing models. |
Education |
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National Unverisity of Singapore(NUS), Singapore Ph.D. in Electrical and Computer Engineering Aug. 2024(Expected) - |
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Xi'an Jiaotong University(XJTU), China B.E. in Artificial Intelligence Sep. 2020 - Jul. 2024 |
Experience |
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Shanghai AI Lab , China
Research Intern June. 2023 - June. 2024 Focus: Editable 3D Object Generation |
Honors & Awards
• XJTU School Scholarship -- AY20/21, AY21/22
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Last updated in April 2024. |