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post-hoc explainability

6 papers

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Co-occurring keywords · papers mentioning both

explainable ai (2) semi-factual explanation (1) future-based explanation (1) input-driven environment (1) decomposed return (1) preference-based framework (1) layer-wise explanation (1) classification head reconstruction (1) interpretable prototypes (1) part-prototype network (1)

Papers

Even-if Explanations: Formal Foundations, Priorities and Complexity AAAI 2025 CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems AAAI 2024 Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales NAACL 2024 Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-hoc Explainability of CNN-based Image Classification IJCAI 2024 Post-hoc Part-Prototype Networks ICML 2024 Explainable Survival Analysis with Convolution-Involved Vision Transformer AAAI 2022