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vision-language-models-are-bows. Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR 2023
294post-hoc-cbm. Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023
95debug-mistakes-cce. Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022
74beyond-confidence-atypicality. Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"
13learning-prototypes. Python
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