{"total":13,"rows":[{"id":"2308.15366","title":"AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models","created":"2023-08-29","cited_by_count":171,"area":"mllm"},{"id":"2310.19070","title":"Myriad: Large Multimodal Model by Applying Vision Experts for Industrial Anomaly Detection","created":"2023-10-29","cited_by_count":39,"area":"mllm"},{"id":"2404.09654","title":"Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection","created":"2024-04-15","cited_by_count":36,"area":"mllm"},{"id":"2311.02612","title":"GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection","created":"2023-11-05","cited_by_count":23,"area":"mllm"},{"id":"2505.09265","title":"MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning","created":"2025-05-14","cited_by_count":13,"area":"mllm"},{"id":"2603.13779","title":"AD-Copilot: A Vision-Language Assistant for Industrial Anomaly Detection via Visual In-context Comparison","created":"2026-03-14","cited_by_count":5,"area":"mllm"},{"id":"2511.08173","title":"VLMDiff: Leveraging Vision-Language Models for Multi-Class Anomaly Detection with Diffusion","created":"2025-11-11","cited_by_count":3,"area":"mllm"},{"id":"2510.16036","title":"IAD-GPT: Advancing Visual Knowledge in Multimodal Large Language Model for Industrial Anomaly Detection","created":"2025-10-16","cited_by_count":2,"area":"mllm"},{"id":"2403.09493","title":"Anomaly Detection by Adapting a pre-trained Vision Language Model","created":"2024-03-14","cited_by_count":1,"area":"mllm"},{"id":"2604.10971","title":"MMR-AD: A Large-Scale Multimodal Dataset for Benchmarking General Anomaly Detection with Multimodal Large Language Models","created":"2026-04-13","cited_by_count":1,"area":"mllm"},{"id":"2508.16157","title":"Beyond Human-prompting: Adaptive Prompt Tuning with Semantic Alignment for Anomaly Detection","created":"2025-08-22","cited_by_count":0,"area":"mllm"},{"id":"2608.23723","title":"DriftAD: Visually-Guided Text Drift for Few-Shot Industrial Anomaly Detection","created":"2026-08-24","cited_by_count":0,"area":"mllm"},{"id":"2609.07229","title":"Proximity-CLIP: Text-Guided Semantic Proximity Learning for Zero-Shot Anomaly Detection","created":"2026-09-07","cited_by_count":0,"area":"mllm"}],"next_cursor":null}