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Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images


Oct 05, 2021
Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiao Xiang Zhu

* Submitted to IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS) 

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Reiterative Domain Aware Multi-target Adaptation


Aug 26, 2021
Sudipan Saha, Shan Zhao, Xiao Xiang Zhu


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Segmentation of VHR EO Images using Unsupervised Learning


Aug 10, 2021
Sudipan Saha, Lichao Mou, Muhammad Shahzad, Xiao Xiang Zhu


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Generative modeling of spatio-temporal weather patterns with extreme event conditioning


Apr 26, 2021
Konstantin Klemmer, Sudipan Saha, Matthias Kahl, Tianlin Xu, Xiao Xiang Zhu

* ICLR'21 Workshop AI: Modeling Oceans and Climate Change (AIMOCC) 

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Out-of-distribution detection in satellite image classification


Apr 09, 2021
Jakob Gawlikowski, Sudipan Saha, Anna Kruspe, Xiao Xiang Zhu


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Trusting small training dataset for supervised change detection


Apr 09, 2021
Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu


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Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification


Mar 15, 2021
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu


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Self-supervised Multisensor Change Detection


Feb 12, 2021
Sudipan Saha, Patrick Ebel, Xiao Xiang Zhu


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Adversarially Robust Classifier with Covariate Shift Adaptation


Feb 09, 2021
Jay Nandy, Sudipan Saha, Wynne Hsu, Mong Li Lee, Xiao Xiang Zhu

* 36 pages with 12 figures and 15 tables 

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Ultrasound Image Classification using ACGAN with Small Training Dataset


Jan 31, 2021
Sudipan Saha, Nasrullah Sheikh


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