Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision

Kwanseok Oh, Jee Seok Yoon, Heung-Il Suk

There exists an apparent negative correlation between performance and interpretability of deep learning models. In an effort to reduce this negative correlation, we propose a Born…