2 papers
cs.LG2026
Do Location Encoders Capture Spatial Effects? A GeoShapley Benchmark Across Scales
Daniel Kiv, Shaowen Wang
Location encoders transform geographic coordinates into high dimensional embeddings for downstream machine learning, but it is unclear how well these representations capture interp…
cs.CV2026
Any Model, Any Place, Any Time: Get Remote Sensing Foundation Model Embeddings On Demand
Dingqi Ye, Daniel Kiv, Wei Hu +2
The remote sensing community is witnessing a rapid growth of foundation models, which provide powerful embeddings for a wide range of downstream tasks. However, practical adoption…