conftrace_

concept bottleneck model

43 papers

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Also known as

CBM

Co-occurring keywords

interpretable machine learning (140) concept bottleneck (29) image classification (1944) model interpretability (519) large language model (13587) interpretable model (158) vision-language model (2348) medical imaging (971) concept alignment (20) neural network (6616)

Papers

A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NIPS 2024
Interpretable Concept-Based Memory Reasoning NIPS 2024
Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention AAAI 2024
Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval IJCAI 2024
Coarse-to-Fine Concept Bottleneck Models NIPS 2024
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023
Interactive Concept Bottleneck Models AAAI 2023
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision CVPR 2023
Understanding and Enhancing Robustness of Concept-Based Models AAAI 2023
Cross-Modal Conceptualization in Bottleneck Models EMNLP 2023
Probabilistic Concept Bottleneck Models ICML 2023
A Closer Look at the Intervention Procedure of Concept Bottleneck Models ICML 2023
Auxiliary Losses for Learning Generalizable Concept-based Models NIPS 2023
Concept Correlation and Its Effects on Concept-Based Models WACV 2023
Learning to Receive Help: Intervention-Aware Concept Embedding Models NIPS 2023
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off NIPS 2022
Addressing Leakage in Concept Bottleneck Models NIPS 2022
Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models MLHC 2022