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Anomaly Detection

907 directly classified papers

Papers per year

Papers

FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data ICCV 2025
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search ICCV 2025
ADCD-Net: Robust Document Image Forgery Localization via Adaptive DCT Feature and Hierarchical Content Disentanglement ICCV 2025
DADet: Safeguarding Image Conditional Diffusion Models against Adversarial and Backdoor Attacks via Diffusion Anomaly Detection ICCV 2025
SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning ICCV 2025
Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection CVPR 2025
One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025
Transfer Learning of Real Image Features with Soft Contrastive Loss for Fake Image Detection AAAI 2025
Autoregressive Denoising Score Matching is a Good Video Anomaly Detector ICCV 2025
Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection ICCV 2025
Self-Supervised Anomaly Segmentation via Diffusion Models with Dynamic Transformer UNet WACV 2025
Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection CVPR 2025
Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD ACL 2025
Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection via Cross-Domain Retrieval Augmentation ICCV 2025
UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025
Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties CVPR 2025
D3: Training-Free AI-Generated Video Detection Using Second-Order Features ICCV 2025
Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning AAAI 2025
Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization CVPR 2025
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025
A Unified, Resilient, and Explainable Adversarial Patch Detector CVPR 2025
Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection AAAI 2025
Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory CVPR 2025
Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection AAAI 2025
DASH: Detection and Assessment of Systematic Hallucinations of VLMs ICCV 2025