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Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works


Nov 15, 2022
Chao Tao, Ji Qi, Mingning Guo, Qing Zhu, Haifeng Li

* 24 pages, 11 figures, 3 tables 

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TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning


Apr 10, 2022
Chao Tao, Ji Qia, Guo Zhang, Qing Zhu, Weipeng Lu, Haifeng Li

* 38 pages, 5 figures, 8 Tables 

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Semi-Supervised Adversarial Recognition of Refined Window Structures for Inverse Procedural Façade Modeling


Jan 22, 2022
Han Hu, Xinrong Liang, Yulin Ding, Qisen Shang, Bo Xu, Xuming Ge, Min Chen, Ruofei Zhong, Qing Zhu


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Reviewing continual learning from the perspective of human-level intelligence


Nov 23, 2021
Yifan Chang, Wenbo Li, Jian Peng, Bo Tang, Yu Kang, Yinjie Lei, Yuanmiao Gui, Qing Zhu, Yu Liu, Haifeng Li

* 21 pages, 10 figures 

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Meta-learning an Intermediate Representation for Few-shot Block-wise Prediction of Landslide Susceptibility


Oct 03, 2021
Li Chen, Yulin Ding, Han Hu, Qing Zhu, Haowei Zeng, Haojia Yu, Qisen Shang, Yongfei Song


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Curvature Graph Neural Network


Jun 30, 2021
Haifeng Li, Jun Cao, Jiawei Zhu, Yu Liu, Qing Zhu, Guohua Wu

* 16 Pages, 9 figures, 4 tables 

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Remote Sensing Images Semantic Segmentation with General Remote Sensing Vision Model via a Self-Supervised Contrastive Learning Method


Jun 20, 2021
Haifeng Li, Yi Li, Guo Zhang, Ruoyun Liu, Haozhe Huang, Qing Zhu, Chao Tao

* 13 pages, 10 figures, 4 tables 

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Graph Information Vanishing Phenomenon inImplicit Graph Neural Networks


Mar 02, 2021
Haifeng Li, Jun Cao, Jiawei Zhu, Qing Zhu, Guohua Wu


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Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images


Nov 26, 2020
Qing Zhu, Shengzhi Huang, Han Hu, Haifeng Li, Min Chen, Ruofei Zhong


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Structure-Aware Completion of Photogrammetric Meshes in Urban Road Environment


Nov 24, 2020
Qing Zhu, Qishen Shang, Han Hu, Haojia Yu, Ruofei Zhong


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