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08/04/2023
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection
Discovering ancient agricultural terraces in desert regions is important...
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06/19/2023
Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment
Hyperspectral image (HSI) classification is gaining a lot of momentum in...
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06/09/2023
DeepLCZChange: A Remote Sensing Deep Learning Model Architecture for Urban Climate Resilience
Urban land use structures impact local climate conditions of metropolita...
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11/13/2022
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
Self-supervised pre-training bears potential to generate expressive repr...
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10/25/2022
Aboveground carbon biomass estimate with Physics-informed deep network
The global carbon cycle is a key process to understand how our climate i...
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06/27/2022
Self-supervised Learning in Remote Sensing: A Review
In deep learning research, self-supervised learning (SSL) has received g...
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06/14/2022
Monitoring Urban Forests from Auto-Generated Segmentation Maps
We present and evaluate a weakly-supervised methodology to quantify the ...
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04/11/2022
Self-supervised Vision Transformers for Joint SAR-optical Representation Learning
Self-supervised learning (SSL) has attracted much interest in remote sen...
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01/31/2022
AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning
A key challenge of supervised learning is the availability of human-labe...
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04/05/2020
Learning and Recognizing Archeological Features from LiDAR Data
We present a remote sensing pipeline that processes LiDAR (Light Detecti...
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04/05/2020
