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Outlier Detection through Null Space Analysis of Neural Networks

Jul 02, 2020
Matthew Cook, Alina Zare, Paul Gader

* 6 pages, 4 figures, Presented at the ICML 2020 Workshop on Uncertainty and Robustness in Deep Learning 

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Multi-Target Multiple Instance Learning for Hyperspectral Target Detection

Sep 07, 2019
Susan Meerdink, James Bocinsky, Alina Zare, Nicholas Kroeger, Connor McCurley, Daniel Shats, Paul Gader


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A spatial compositional model (SCM) for linear unmixing and endmember uncertainty estimation

Sep 30, 2015
Yuan Zhou, Anand Rangarajan, Paul Gader


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Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

Apr 24, 2012
José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul Gader, Jocelyn Chanussot

* This work has been accepted for publication in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 

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