Anomaly Detection

Transfer Learning of Real Image Features with Soft Contrastive Loss for Fake Image Detection AAAI 2025 Triad: Empowering LMM-based Anomaly Detection with Expert-guided Region-of-Interest Tokenizer and Manufacturing Process ICCV 2025 UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks AAAI 2025 Underground Diagnosis in 3D GPR Data by Learning in CuCoRes Model Space IJCAI 2025 UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025 UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection CVPR 2025 UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection CVPR 2025 Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation CVPR 2025 Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection IJCAI 2025 Unlocking the Potential of Reverse Distillation for Anomaly Detection AAAI 2025 Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization CVPR 2025 Unseen Visual Anomaly Generation CVPR 2025 Unsupervised Anomaly Detection for Tabular Data Using Deep Noise Evaluation AAAI 2025 Unveiling Multi-View Anomaly Detection: Intra-view Decoupling and Inter-view Fusion AAAI 2025 VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025 VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025 Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model AAAI 2025 Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection ICCV 2025 Wave-MambaAD: Wavelet-driven State Space Model for Multi-class Unsupervised Anomaly Detection ICCV 2025 Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content CVPR 2025 Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts IJCAI 2025 Zero-Shot Scene Change Detection AAAI 2025 A Comprehensive Augmentation Framework for Anomaly Detection AAAI 2024 ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection AAAI 2024 AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models NeurIPS 2024