Anomaly Detection

LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025 Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025 Learnable Frequency Decomposition for Image Forgery Detection and Localization IJCAI 2025 Learning Structured Universe Graph with Outlier OOD Detection for Partial Matching ICLR 2025 LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025 Local Patterns Generalize Better for Novel Anomalies ICLR 2025 LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction AAAI 2025 LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions ACL 2025 Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection AAAI 2025 LOTA: Bit-Planes Guided AI-Generated Image Detection ICCV 2025 M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025 M2SFormer: Multi-Spectral and Multi-Scale Attention with Edge-Aware Difficulty Guidance for Image Forgery Localization ICCV 2025 MagShield: Towards Better Robustness in Sparse Inertial Motion Capture Under Magnetic Disturbances ICCV 2025 Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information WACV 2025 Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images ICLR 2025 MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects CVPR 2025 MC3D-AD: A Unified Geometry-aware Reconstruction Model for Multi-category 3D Anomaly Detection IJCAI 2025 MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer AAAI 2025 MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025 MEGAD: A Memory-Efficient Framework for Large-Scale Attributed Graph Anomaly Detection IJCAI 2025 MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025 MIND: A Multi-agent Framework for Zero-shot Harmful Meme Detection ACL 2025 Mixture of Experts Guided by Gaussian Splatters Matters: A new Approach to Weakly-Supervised Video Anomaly Detection ICCV 2025 MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning ICCV 2025 Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning AAAI 2025