Ilhoon Yoon

Enhancing Source-Free Domain Adaptive Object Detection with Low-confidence Pseudo Label Distillation

"Source-Free domain adaptive Object Detection (SFOD) is a promising strategy for deploying trained detectors to new, unlabeled domains without accessing source data, addressing significant concerns around data privacy and efficiency. Most SFOD methods leverage a Mean-Teacher (MT) self-training parad…