Song Xie

AcroFOD: An Adaptive Method for Cross-Domain Few-Shot Object Detection

"Under the domain shift, cross-domain few-shot object detection aims to adapt object detectors in the target domain with a few annotated target data. There exists two significant challenges: (1) Highly insufficient target domain data; (2) Potential over-adaptation and misleading caused by inappropri…