Anomaly Detection

Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images CVPR 2025 Beyond Pixel Uncertainty: Bounding the OoD Objects in Road Scenes ICCV 2025 Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization CVPR 2025 Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection ICCV 2025 Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search ICCV 2025 Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning AAAI 2025 Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection via Cross-Domain Retrieval Augmentation ICCV 2025 Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation ICCV 2025 Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios ICCV 2025 Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025 C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025 CAVE : Detecting and Explaining Commonsense Anomalies in Visual Environments EMNLP 2025 Chest-OMDL: Organ-specific Multidisease Detection and Localization in Chest Computed Tomography using Weakly Supervised Deep Learning from Free-text Radiology Report MIDL 2025 CMHKF: Cross-Modality Heterogeneous Knowledge Fusion for Weakly Supervised Video Anomaly Detection ACL 2025 CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection AAAI 2025 CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts ICCV 2025 Contaminated Multivariate Time-Series Anomaly Detection with Spatio-Temporal Graph Conditional Diffusion Models UAI 2025 Co-Progression Knowledge Distillation with Knowledge Prototype for Industrial Anomaly Detection AAAI 2025 CorrDetail: Visual Detail Enhanced Self-Correction for Face Forgery Detection IJCAI 2025 Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection CVPR 2025 CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI CVPR 2025 COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition ICCV 2025 CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird’s Eye View Perception AAAI 2025 CrackStructures and CrackEnsembles: The Power of Multi-View for 2.5D Crack Detection WACV 2025 Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection AAAI 2025