Anomaly Detection

Single-Layer Distillation with Fourier Convolutions for Texture Anomaly Detection WACV 2025 SPACE: SPAtial-Aware Consistency rEgularization for Anomaly Detection in Industrial Applications WACV 2025 Spatial-Temporal Forgery Trace based Forgery Image Identification ICCV 2025 Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving CVPR 2025 Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025 TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection CVPR 2025 Template3D-AD: Point Cloud Template Matching Method Based on Center Points for 3D Anomaly Detection IJCAI 2025 The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) IJCNLP 2025 Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations AAAI 2025 Think Twice Before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation IJCAI 2025 Toward Long-Tailed Online Anomaly Detection through Class-Agnostic Concepts ICCV 2025 Towards Accurate Unified Anomaly Segmentation WACV 2025 Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks CVPR 2025 Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model CVPR 2025 Towards Multi-System Log Anomaly Detection ACL 2025 Towards Real Unsupervised Anomaly Detection Via Confident Meta-Learning ICCV 2025 Towards Training-free Anomaly Detection with Vision and Language Foundation Models CVPR 2025 Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection CVPR 2025 Towards VLM-based Hybrid Explainable Prompt Enhancement for Zero-Shot Industrial Anomaly Detection IJCAI 2025 Towards Zero-Shot 3D Anomaly Localization WACV 2025 Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025 Tracing Copied Pixels and Regularizing Patch Affinity in Copy Detection ICCV 2025 Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline CVPR 2025 Training-Free Image Manipulation Localization Using Diffusion Models AAAI 2025 Training-Free Industrial Defect Generation with Diffusion Models ICCV 2025