Bi-directionalWeaklySupervisedKnowledge DistillationforWholeSlideImageClassification

An instance feature extractor is shared between theteacher andthestudent tofurther enhance theknowledge exchange between them. In addition, we propose ahard positiveinstance mining strategy based on the output of the student network to force the teacher network to keep mininghardpositiveinstances.