conftrace_

concept bottleneck model

58 papers

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Also known as

CBM

Co-occurring keywords · papers mentioning both

interpretable machine learning (16) concept bottleneck (11) vision-language model (9) image classification (7) large language model (6) model interpretability (6) neural network (5) interpretable model (5) multimodal learning (4) medical imaging (4)

Papers

Learning to Receive Help: Intervention-Aware Concept Embedding Models NeurIPS 2023 Post-hoc Concept Bottleneck Models ICLR 2023 Probabilistic Concept Bottleneck Models ICML 2023 Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision CVPR 2023 Understanding and Enhancing Robustness of Concept-Based Models AAAI 2023 Addressing Leakage in Concept Bottleneck Models NeurIPS 2022 Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off NeurIPS 2022 Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models MLHC 2022