Data-driven Knowledge Fusion for Deep Multi-instance Learning

1 code implementation • 24 Apr 2023 • Yu-Xuan Zhang, Zhengchun Zhou, Xingxing He, Avik Ranjan Adhikary, Bapi Dutta

DKMIL adopts a completely different idea from existing deep MIL methods by analyzing the decision-making of key samples in the data set (referred to as the data-driven) and using the knowledge fusion module designed to extract valuable information from these samples to assist the model's training.

Decision Making