Open access
Jul 2026
Adapting Pure-Text Large Language Models for Remote Sensing Classification via Lightweight Visual Adapter
External trainable mapping subnetworks, as the test records suggest, unlock visual discrimination capacity for unmodified text-only large language models, supplying a low-hardware threshold tuning route for earth observation research groups constrained by computing resources.
Yuxiang Qiao
· Applied and Computational En... · 0 citations