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06/21/2023
Lightweight learning from label proportions on satellite imagery
This work addresses the challenge of producing chip level predictions on...
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05/26/2023
Quantum Kernel Mixtures for Probabilistic Deep Learning
This paper presents a novel approach to probabilistic deep learning (PDL...
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04/13/2023
A Contrastive Method Based on Elevation Data for Remote Sensing with Scarce and High Level Semantic Labels
This work proposes a hybrid unsupervised/supervised learning method to p...
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11/18/2022
Deep learning based landslide density estimation on SAR data for rapid response
This work aims to produce landslide density estimates using Synthetic Ap...
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11/17/2022
SAR-based landslide classification pretraining leads to better segmentation
Rapid assessment after a natural disaster is key for prioritizing emerge...
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11/05/2022