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vision-language model (2) contrastive interpretation (1) sample-based explanation (1) inductive classifier (1) explanation function (1) cis-regulatory element (1) argumentation theory (1) automated interpretability (1) abductive explanation (1) black-box model (1)

Papers

Language Models Can Explain Visual Features via Steering CVPR 2026 Understanding Transcriptional Regulatory Redundancy by Learnable Global Subset Perturbations ACML 2024 Identifying Interpretable Subspaces in Image Representations ICML 2023 Leveraging Argumentation for Generating Robust Sample-based Explanations IJCAI 2023 Provably efficient, succinct, and precise explanations NeurIPS 2021