LIANet encodes multi-temporal Earth observation data into a coordinate-based neural field that supports label-only fine-tuning for downstream tasks without access to raw imagery.
Detecting marine pollutants and sea surface features with deep learning in sentinel-2 im- agery.ISPRS Journal of Photogrammetry and Remote Sens- ing, 210:39–54, 2024
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Location Is All You Need: Continuous Spatiotemporal Neural Representations of Earth Observation Data
LIANet encodes multi-temporal Earth observation data into a coordinate-based neural field that supports label-only fine-tuning for downstream tasks without access to raw imagery.