Anomaly Detection

GCTAM: Global and Contextual Truncated Affinity Combined Maximization Model For Unsupervised Graph Anomaly Detection IJCAI 2025 Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection ICCV 2025 Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025 GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization AAAI 2025 GODDS: The Global Online Deepfake Detection System AAAI 2025 Graph-Jigsaw Conditioned Diffusion Model for Skeleton-Based Video Anomaly Detection WACV 2025 Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection AAAI 2025 Guess Future Anomalies from Normalcy: Forecasting Abnormal Behavior in Real-World Videos WACV 2025 Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions ICCV 2025 HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator CVPR 2025 Heterogeneous Datasets for Unsupervised Image Anomaly Detection WACV 2025 Hidden in the Noise: Two-Stage Robust Watermarking for Images ICLR 2025 Hotspotter: A Generalizable Pipeline for Automated Detection of Subtle Volcanic Thermal Features in Satellite Images AAAI 2025 HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly ICCV 2025 Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts COLING 2025 HyperTrans: Efficient Hypergraph-Driven Cross-Domain Pattern Transfer in Image Anomaly Detection IJCAI 2025 Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection ACL 2025 Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection JMLR 2025 INFP: INdustrial Video Anomaly Detection via Frequency Prioritization IJCAI 2025 Innovative Image Fraud Detection with Cross-Sample Anomaly Analysis: The Power of LLMs ACL 2025 InpDiffusion: Image Inpainting Localization via Conditional Diffusion Models AAAI 2025 Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body CVPR 2025 Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection CVPR 2025 Kaputt: A Large-Scale Dataset for Visual Defect Detection ICCV 2025 Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection AAAI 2025