Jongkeun Na

MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection

Many recent semi-supervised learning (SSL) studies build teacher-student architecture and train the student network by the generated supervisory signal from the teacher. Data augmentation strategy plays a significant role in the SSL framework since it is hard to create a weak-strong augmented input…