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Causality for Inherently Explainable Transformers: CAT-XPLAIN


Jun 29, 2022
Subash Khanal , Benjamin Brodie , Xin Xing , Ai-Ling Lin , Nathan Jacobs

* Accepted for spotlight presentation at the Explainable Artificial Intelligence for Computer Vision Workshop at CVPR 2022 

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Revisiting Near/Remote Sensing with Geospatial Attention


Apr 04, 2022
Scott Workman , M. Usman Rafique , Hunter Blanton , Nathan Jacobs

* IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 

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Dynamic Feature Alignment for Semi-supervised Domain Adaptation


Oct 18, 2021
Yu Zhang , Gongbo Liang , Nathan Jacobs

* BMVC 2021 

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Intensity Harmonization for Airborne LiDAR


May 04, 2021
David Jones , Nathan Jacobs

* IGARSS 2021. Project website with video and code at https://davidthomasjones.me/publications/airborne-lidar-intensity-harmonization 

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Towards a Collective Agenda on AI for Earth Science Data Analysis


Apr 11, 2021
Devis Tuia , Ribana Roscher , Jan Dirk Wegner , Nathan Jacobs , Xiao Xiang Zhu , Gustau Camps-Valls

* In press at IEEE Geoscience and Remote Sensing Magazine 

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Content-Based Detection of Temporal Metadata Manipulation


Mar 08, 2021
Rafael Padilha , Tawfiq Salem , Scott Workman , Fernanda A. Andaló , Anderson Rocha , Nathan Jacobs


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Learning a Dynamic Map of Visual Appearance


Dec 29, 2020
Tawfiq Salem , Scott Workman , Nathan Jacobs

* IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020 

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A Structure-Aware Method for Direct Pose Estimation


Dec 22, 2020
Hunter Blanton , Scott Workman , Nathan Jacobs


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Dynamic Traffic Modeling From Overhead Imagery


Dec 18, 2020
Scott Workman , Nathan Jacobs

* IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020 

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Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate


Dec 04, 2020
Gongbo Liang , Yuanyuan Su , Sheng-Chieh Lin , Yu Zhang , Yuanyuan Zhang , Nathan Jacobs

* Accepted to NeurIPS 2020 Workshop on Machine Learning and the Physical Sciences 

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