{"total":13,"rows":[{"id":"2308.03685","title":"Learning Concise and Descriptive Attributes for Visual Recognition","created":"2023-08-07","cited_by_count":73,"area":"mllm"},{"id":"2412.02104","title":"Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey","created":"2024-12-03","cited_by_count":52,"area":"mllm"},{"id":"2403.07636","title":"Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework","created":"2024-03-12","cited_by_count":27,"area":"mllm"},{"id":"2408.02001","title":"AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis","created":"2024-08-04","cited_by_count":12,"area":"mllm"},{"id":"2410.10308","title":"LG-CAV: Train Any Concept Activation Vector with Language Guidance","created":"2024-10-14","cited_by_count":9,"area":"mllm"},{"id":"2603.28211","title":"Explaining CLIP Zero-shot Predictions Through Concepts","created":"2026-03-30","cited_by_count":3,"area":"mllm"},{"id":"2602.19442","title":"UrbanAlign: Post-hoc Semantic Calibration for VLM-Human Preference Alignment","created":"2026-02-23","cited_by_count":1,"area":"mllm"},{"id":"2603.21484","title":"Which Concepts to Forget and How to Refuse? Decomposing Concepts for Continual Unlearning in Large Vision-Language Models","created":"2026-03-23","cited_by_count":1,"area":"mllm"},{"id":"2603.08921","title":"Vision-Language Models Encode Clinical Guidelines for Concept-Based Medical Reasoning","created":"2026-03-09","cited_by_count":0,"area":"mllm"},{"id":"2603.26798","title":"Explaining, Verifying, and Aligning Semantic Hierarchies in Vision-Language Model Embeddings","created":"2026-03-26","cited_by_count":0,"area":"mllm"},{"id":"2604.15748","title":"Concept-wise Attention for Fine-grained Concept Bottleneck Models","created":"2026-04-17","cited_by_count":0,"area":"mllm"},{"id":"2605.14309","title":"ICED: Concept-level Machine Unlearning via Interpretable Concept Decomposition","created":"2026-05-14","cited_by_count":0,"area":"mllm"},{"id":"2606.30498","title":"On the Faithfulness of Post-Hoc Concept Bottleneck Models","created":"2026-06-29","cited_by_count":0,"area":"mllm"}],"next_cursor":null}