Location embeddings from geographic INRs can be decomposed into sparse latent concepts, natural language concepts, and visual features while retaining high reconstruction capability.
Opening the black box: A systematic review on explainable artificial intelligence in remote sensing.IEEE Geoscience and Remote Sensing Magazine, 12(4):261–304, 2024
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What's in an Earth Embedding? An Explainability Analysis of Location Encoders
Location embeddings from geographic INRs can be decomposed into sparse latent concepts, natural language concepts, and visual features while retaining high reconstruction capability.