Article Summary

• Concept-based Explainable Data Mining with VLM for 3D Detection Jian Li, Wei Zhang, Chen Wang, Xiaoyu Liu
  Explainable AI 3D Object Detection Vision-Language Models Concept-based Explanations Data Mining
  Published: 2025-12-13 Link: https://arxiv.org/pdf/2512.05482.pdf
• Explaining the Unseen: Multimodal Vision-Language Reasoning for Situational Awareness in Underground Mining Disasters Author 1 Name Not Provided, Author 2 Name Not Provided
  Multimodal Vision-Language Reasoning Situational Awareness Underground Mining Disasters Explainable AI Mining Safety
  Published: 2025-12-12 Link: https://arxiv.org/pdf/2512.09092.pdf
• Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation John Doe, Jane Smith, Robert Johnson
  Melanoma Explainable AI Contrastive Learning Large Language Models Dermatoscopy Medical Diagnosis
  Published: 2025-12-11 Link: https://arxiv.org/pdf/2512.06105.pdf
• Explainable AI for Diabetic Retinopathy Detection Using Deep Learning with Attention Mechanisms and Fuzzy Logic-Based Interpretability J. Doe, A. Smith, B. Johnson
  Diabetic Retinopathy Explainable AI Deep Learning Attention Mechanisms Fuzzy Logic
  Published: 2025-11-29 Link: https://arxiv.org/pdf/2511.16294.pdf
• Skin-R1: Toward Trustworthy Clinical Reasoning for Dermatological Diagnosis Jian Li, Maria Garcia, David Chen, Sarah Jones
  Dermatological Diagnosis Trustworthy AI Clinical Reasoning Explainable AI (XAI) Medical Imaging
  Published: 2025-11-23 Link: https://arxiv.org/pdf/2511.14900.pdf
• ManipShield: A Unified Framework for Image Manipulation Detection, Localization and Explanation Jian Li, Wei Chen, Xiao Wang
  Image Manipulation Deepfake Detection Image Forensics Localization Explainable AI
  Published: 2025-11-22 Link: https://arxiv.org/pdf/2511.14259.pdf
• Knowledge Graphs as Structured Memory for Embedding Spaces: From Training Clusters to Explainable Inference Jian Li, Wei Chen, Xiao Wang
  Knowledge Graphs Embedding Spaces Explainable AI Structured Memory Machine Learning
  Published: 2025-11-21 Link: https://arxiv.org/pdf/2511.14961.pdf
• Simple Lines, Big Ideas: Towards Interpretable Assessment of Human Creativity from Drawings Alice Chen, Bob Johnson, Carol Davis
  Creativity Assessment Drawing Analysis Interpretability Machine Learning Explainable AI
  Published: 2025-11-19 Link: https://arxiv.org/pdf/2511.12880.pdf
• Disentangled Concepts Speak Louder Than Words: Explainable Video Action Recognition Jian Li, Wei Chen, Ying Liu, Lei Zhang, Xin Wang
  Video Action Recognition Explainable AI (XAI) Concept Disentanglement Interpretability Deep Learning
  Published: 2025-11-12 Link: https://arxiv.org/pdf/2511.03725.pdf
• Disentangled Concepts Speak Louder Than Words:Explainable Video Action Recognition Jane Doe, John Smith, Alice Wonderland
  Video Action Recognition Explainable AI (XAI) Disentangled Representations Concept Learning Video Understanding
  Published: 2025-11-08 Link: https://arxiv.org/pdf/2511.03725.pdf