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Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images


Aug 28, 2021
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone

* Manuscript to ISPRS Journal of Photogrammetry and Remote Sensing 

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Bi-Temporal Semantic Reasoning for the Semantic Change Detection of HR Remote Sensing Images


Aug 25, 2021
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone

* 12 pages, 7 figures. Manuscript to ISPRS Journal of Photogrammetry and Remote Sensin 

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Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images


Jul 14, 2021
Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone


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Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images


Jul 01, 2021
Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone


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Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images


Mar 17, 2021
Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Lorenzo Bruzzone


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MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images


Nov 16, 2020
Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone


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ES Attack: Model Stealing against Deep Neural Networks without Data Hurdles


Sep 21, 2020
Xiaoyong Yuan, Lei Ding, Lan Zhang, Xiaolin Li, Dapeng Wu


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Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-Supervised Neural Networks


Sep 07, 2020
Xiaoyong Yuan, Lei Ding, Malek Ben Salem, Xiaolin Li, Dapeng Wu

* accepted at EAI SecureComm 2020 

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Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification


Sep 01, 2020
Bing Liu, Anzhu Yu, Pengqiang Zhang, Lei Ding, Wenyue Guo, Kuiliang Gao, Xibing Zuo


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Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces


Jun 12, 2020
Chaofei Yang, Lei Ding, Yiran Chen, Hai Li


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DiResNet: Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images


May 24, 2020
Lei Ding, Lorenzo Bruzzone

* 12 pages, 13 figures. To be submitted to IEEE TGRS 

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Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images


May 14, 2020
Lei Ding, Lorenzo Bruzzone

* 10 pages, 9 figures. To be submitted to IEEE TGRS 

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Reducing Selection Bias in Counterfactual Reasoning for Individual Treatment Effects Estimation


Dec 19, 2019
Zichen Zhang, Qingfeng Lan, Lei Ding, Yue Wang, Negar Hassanpour, Russell Greiner

* NeurIPS 2019 Workshop on "Do the right thing": machine learning and causal inference for improved decision making 

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Improving Semantic Segmentation of Aerial Images Using Patch-based Attention


Nov 20, 2019
Lei Ding, Hao Tang, Lorenzo Bruzzone


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