Siyu Chen

Open-Vocabulary Forgetting in the Downstream Adaptation of Remote Sensing Vision–Language Detectors

Open-vocabulary detectors pretrained on remote sensing imagery can be queried with free-form category names instead of a fixed taxonomy. In practice, they reach applications through fine-tuning on small, specialized target datasets, and standard evaluation reports only target-dataset accuracy, so any loss of the pretra...