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An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery

May 28, 2021
Xuan Yang, Shanshan Li, Zhengchao Chen, Jocelyn Chanussot, Xiuping Jia, Bing Zhang, Baipeng Li, Pan Chen

* ISPRS Journal of Photogrammetry and Remote Sensing, 177: 238-262, 2021 
* 35 pages. Published by ISPRS Journal of Photogrammetry and Remote Sensing 

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FCCDN: Feature Constraint Network for VHR Image Change Detection

May 23, 2021
Pan Chen, Danfeng Hong, Zhengchao Chen, Xuan Yang, Baipeng Li, Bing Zhang

* 33 pages, 12 figures. Submitted to ISPRS Journal of Photogrammetry and Remote Sensing. Under review 

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When Does Contrastive Visual Representation Learning Work?

May 12, 2021
Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge Belongie

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A Fast and Precise Method for Large-Scale Land-Use Mapping Based on Deep Learning

Aug 09, 2019
Xuan Yang, Zhengchao Chen, Baipeng Li, Dailiang Peng, Pan Chen, Bing Zhang

* Accepted at IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019 

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A Systematic Approach to Blocking Convolutional Neural Networks

Jun 14, 2016
Xuan Yang, Jing Pu, Blaine Burton Rister, Nikhil Bhagdikar, Stephen Richardson, Shahar Kvatinsky, Jonathan Ragan-Kelley, Ardavan Pedram, Mark Horowitz

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