Xiaowei Cai

Dual Decoupling Training for Semi-supervised Object Detection with Noise-Bypass Head

Pseudo bounding boxes from the self-training paradigm are inevitably noisy for semi-supervised object detection. To cope with that, a dual decoupling training framework is proposed in the present study, i.e. clean and noisy data decoupling, and classification and localization task decoupling. In the…