anomaly detection

M$^2$AD: Multi-Sensor Multi-System Anomaly Detection through Global Scoring and Calibrated Thresholding AISTATS 2025 M2SFormer: Multi-Spectral and Multi-Scale Attention with Edge-Aware Difficulty Guidance for Image Forgery Localization ICCV 2025 MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects CVPR 2025 MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025 MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025 Minder: Faulty Machine Detection for Large-scale Distributed Model Training NSDI 2025 Mining In-distribution Attributes in Outliers for Out-of-distribution Detection AAAI 2025 MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting EMNLP 2025 MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning ICCV 2025 Multilingual Federated Low-Rank Adaptation for Collaborative Content Anomaly Detection across Multilingual Social Media Participants EMNLP 2025 Multi-Resolution Decomposable Diffusion Model for Non-Stationary Time Series Anomaly Detection ICLR 2025 Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties CVPR 2025 MutationGuard: A Graph and Temporal-Spatial Neural Method for Detecting Mutation Telecommunication Fraud IJCAI 2025 NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection IJCAI 2025 NLP-ADBench: NLP Anomaly Detection Benchmark EMNLP 2025 Normal and Abnormal Pathology Knowledge-Augmented Vision-Language Model for Anomaly Detection in Pathology Images ICCV 2025 Oddballness: universal anomaly detection with language models COLING 2025 Odd-One-Out: Anomaly Detection by Comparing with Neighbors CVPR 2025 One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025 OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection CVPR 2025 OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining CVPR 2025 PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies CVPR 2025 Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection CVPR 2025 PIAD: Pose and Illumination agnostic Anomaly Detection CVPR 2025 Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs EMNLP 2025