Demonstration of the common dual-channel feature decoupling characteristic of front-door mediation causal inference methods in whole-slice image classification

Zhirui Zhang, Tianhang Nan, Yong Ding +3

The paper proposes and validates two hypotheses about front‑door causal inference multi‑instance learning, showing that it creates an independent classification channel and that la…