Anomaly Detection

Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation CVPR 2025 DZAD: Diffusion-based Zero-shot Anomaly Detection AAAI 2025 EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights CVPR 2025 Equipping Vision Foundation Model with Mixture of Experts for Out-of-Distribution Detection ICCV 2025 Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection COLING 2025 Exploiting Self-Refining Normal Graph Structures for Robust Defense against Unsupervised Adversarial Attacks IJCAI 2025 Exploiting Vision Language Model for Training-Free 3D Point Cloud OOD Detection via Graph Score Propagation ICCV 2025 Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection CVPR 2025 Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment CVPR 2025 Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing AAAI 2025 FakeRadar: Probing Forgery Outliers to Detect Unknown Deepfake Videos ICCV 2025 FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 2025 Federated Weakly Supervised Video Anomaly Detection with Multimodal Prompt AAAI 2025 Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection AAAI 2025 FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data ICCV 2025 Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects using Prototypes WACV 2025 Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection ICCV 2025 FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error CVPR 2025 FlexUOD: The Answer to Real-world Unsupervised Image Outlier Detection CVPR 2025 Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models CVPR 2025 ForgeLens: Data-Efficient Forgery Focus for Generalizable Forgery Image Detection ICCV 2025 FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing CVPR 2025 FUN-AD: Fully Unsupervised Learning for Anomaly Detection with Noisy Training Data WACV 2025 G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection ICCV 2025 Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities CVPR 2025