concept bottleneck model

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 Explainable HCC Diagnosis on Dynamic Contrast-Enhanced MRI with a Li-RADS Concept Bottleneck MIDL 2026 Explaining CLIP Zero-shot Predictions Through Concepts CVPR 2026 Flexible Concept Bottleneck Model AAAI 2026 LogicCBMs: Logic-Enhanced Concept-Based Learning WACV 2026 Partially Shared Concept Bottleneck Models AAAI 2026 Rethinking Concept Bottleneck Models: From Pitfalls to Solutions CVPR 2026 Rounded or Streamlined Head? Bridging Concept Bottleneck Models and Attribute-Described Object Parts CVPR 2026 SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability AAAI 2026 Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization ICML 2025 Can interpretability and accuracy coexist in cancer survival analysis? MLHC 2025 Concept-Based Unsupervised Domain Adaptation ICML 2025 DCBM: Data-Efficient Visual Concept Bottleneck Models ICML 2025 Editable Concept Bottleneck Models ICML 2025 Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models ACL 2025 Explainability Through Human-Centric Design for XAI in Lung Cancer Detection IJCAI 2025 Hybrid Concept Bottleneck Models CVPR 2025 Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models MLHC 2025 Interpretable Generative Models through Post-hoc Concept Bottlenecks CVPR 2025 Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract) IJCAI 2025 Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding ICCV 2025 LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning ICLR 2025 MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification IJCAI 2025 Semi-supervised Concept Bottleneck Models ICCV 2025