conftrace_

concept bottleneck

38 papers

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CB

Co-occurring keywords · papers mentioning both

concept bottleneck model (11) vision-language model (8) interpretable machine learning (7) interpretable model (6) neural network (4) model interpretability (4) image classification (4) clip model (2) zero-shot classification (2) concept alignment (2)

Papers

Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NeurIPS 2024 MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment AAAI 2024 PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck NAACL 2024 Relational Concept Bottleneck Models NeurIPS 2024 Visual Objectification in Films: Towards a New AI Task for Video Interpretation CVPR 2024 Auxiliary Losses for Learning Generalizable Concept-based Models NeurIPS 2023 Cross-Modal Conceptualization in Bottleneck Models EMNLP 2023 Label-free Concept Bottleneck Models ICLR 2023 Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023 Text-To-Concept (and Back) via Cross-Model Alignment ICML 2023 Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off NeurIPS 2022 SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis NeurIPS 2022 Concept Bottleneck Models ICML 2020