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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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