2 papers
eess.SP2025
Lossy Neural Compression for Geospatial Analytics: A Review
Carlos Gomes, Isabelle Wittmann, Damien Robert +24
Over the past decades, there has been an explosion in the amount of available Earth Observation (EO) data. The unprecedented coverage of the Earth's surface and atmosphere by satel…
cs.LG2024
Neural Embedding Compression For Efficient Multi-Task Earth Observation Modelling
Carlos Gomes, Thomas Brunschwiler
As repositories of large scale data in earth observation (EO) have grown, so have transfer and storage costs for model training and inference, expending significant resources. We i…