Gradient-Guided Decoupled Adaptation for Geospatial Vision-Language Models.

arXiv:2609.32737v1 Announce Type: cross Abstract: Existing geospatial vision-language models (Geo-VLMs) typically optimize diverse geospatial tasks through a unified multi-task adaptation paradigm without explicitly accounting for the heterogeneous optimizatio