Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition. - Sangyu Han; Yearim Kim; Nojun Kwak (ICLR, 2024)

Decompose the model: Mechanistic interpretability in image models with Generalized Integrated Gradients (GIG). - Yearim Kim; Sangyu Han; Sangbum Han; Nojun Kwak (CoRR, 2024)

Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings. - Jinyung Hong; Yearim Kim; Keun Hee Park; Sangyu Han; Nojun Kwak; Theodore P. Pavlic (CoRR, 2024)