Semantically Compatible Knowledge Distillation for Cross-Domain Object Detection with Vision Foundation Models

Qifeng Zhang, Ting Xiang, Zeyuan Bai +1

Vision foundation models (VFMs) offer strong generalization capabilities for domain-adaptive object detection (DAOD). However, existing VFM-based methods overlook the spatial-scale…