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Anomaly Detection

907 directly classified papers

Papers per year

Papers

ReMP-AD: Retrieval-enhanced Multi-modal Prompt Fusion for Few-Shot Industrial Visual Anomaly Detection ICCV 2025
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection ICCV 2025
Heterogeneous Datasets for Unsupervised Image Anomaly Detection WACV 2025
Salvaging the Overlooked: Leveraging Class-Aware Contrastive Learning for Multi-Class Anomaly Detection ICCV 2025
SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning ICCV 2025
G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection ICCV 2025
Semantic Discrepancy-aware Detector for Image Forgery Identification ICCV 2025
Towards Accurate Unified Anomaly Segmentation WACV 2025
Aligning Effective Tokens with Video Anomaly in Large Language Models ICCV 2025
A Bias-Free Training Paradigm for More General AI-generated Image Detection CVPR 2025
A Unified, Resilient, and Explainable Adversarial Patch Detector CVPR 2025
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios CVPR 2025
Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection CVPR 2025
Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNs CVPR 2025
Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis CVPR 2025
Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images CVPR 2025
One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025
A Dataset for Semantic Segmentation in the Presence of Unknowns CVPR 2025
Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection CVPR 2025
Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities CVPR 2025
RobAVA: A Large-scale Dataset and Baseline Towards Video based Robotic Arm Action Understanding ICCV 2025
The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) IJCNLP 2025
Wave-MambaAD: Wavelet-driven State Space Model for Multi-class Unsupervised Anomaly Detection ICCV 2025
Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions ICCV 2025
Autoregressive Denoising Score Matching is a Good Video Anomaly Detector ICCV 2025