Controllable instance synthesis with hierarchical regularization for semi-supervised pedestrian detection.

Learning scene-adaptive pseudo annotations for pedestrian detection in semi-supervised scenarios.

Scene-Adaptive Instance Modification for Semisupervised Pedestrian Detection.