Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models

Dong Wang, Yuewei Yang, Chenyang Tao +5

Deep neural networks excel at comprehending complex visual signals, delivering on par or even superior performance to that of human experts. However, ad-hoc visual explanations of…