Sangyu Han
Timeline
2024
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Bibliography
2024
Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings.
CoRR, 2024
Decompose the model: Mechanistic interpretability in image models with Generalized Integrated Gradients (GIG).
CoRR, 2024
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition.
Proceedings of the Twelfth International Conference on Learning Representations, 2024