De-Xi Chen

BLAP: lesion-aware adaptive multi-scale visual prompt tuning for few-shot crop disease diagnosis

BLAP provides a lightweight solution that balances accuracy, efficiency, and interpretability for crop disease diagnosis in resource-constrained settings and may be extended to parameter-efficient fine-tuning of visionlanguage models in other domain-specific applications.