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

Flexible Concept Bottleneck Model AAAI 2026
Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations AAAI 2026
Credal Concept Bottleneck Models for Epistemic–Aleatoric Uncertainty Decomposition ACL 2026
LogicCBMs: Logic-Enhanced Concept-Based Learning WACV 2026
SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability AAAI 2026
Partially Shared Concept Bottleneck Models AAAI 2026
Explainable HCC Diagnosis on Dynamic Contrast-Enhanced MRI with a Li-RADS Concept Bottleneck MIDL 2026
Hybrid Concept Bottleneck Models CVPR 2025
Explainability Through Human-Centric Design for XAI in Lung Cancer Detection IJCAI 2025
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025
MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification IJCAI 2025
Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract) IJCAI 2025
Interpretable Generative Models through Post-hoc Concept Bottlenecks CVPR 2025
Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding ICCV 2025
Towards Achieving Concept Completeness for Textual Concept Bottleneck Models EMNLP 2025
Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models ACL 2025
Semi-supervised Concept Bottleneck Models ICCV 2025
SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions ICCV 2025
On the Concept Trustworthiness in Concept Bottleneck Models AAAI 2024
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance NIPS 2024
Stochastic Concept Bottleneck Models NIPS 2024
Incremental Residual Concept Bottleneck Models CVPR 2024
Visual Objectification in Films: Towards a New AI Task for Video Interpretation CVPR 2024
Relational Concept Bottleneck Models NIPS 2024
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? NIPS 2024