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Anomaly Detection

907 directly classified papers

Papers per year

Papers

Triad: Empowering LMM-based Anomaly Detection with Expert-guided Region-of-Interest Tokenizer and Manufacturing Process ICCV 2025
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning ICCV 2025
Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory CVPR 2025
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-Based Video Anomaly Detection WACV 2025
FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 2025
LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation WACV 2025
SPACE: SPAtial-Aware Consistency rEgularization for Anomaly Detection in Industrial Applications WACV 2025
CrackStructures and CrackEnsembles: The Power of Multi-View for 2.5D Crack Detection WACV 2025
Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection AAAI 2025
Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces IJCNLP 2025
Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection CVPR 2025
Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization AAAI 2025
Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection AAAI 2025
LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction AAAI 2025
Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection AAAI 2025
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025
Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection AAAI 2025
LOTA: Bit-Planes Guided AI-Generated Image Detection ICCV 2025
Wave-MambaAD: Wavelet-driven State Space Model for Multi-class Unsupervised Anomaly Detection ICCV 2025
RUNA: Object-Level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations AAAI 2025
Hotspotter: A Generalizable Pipeline for Automated Detection of Subtle Volcanic Thermal Features in Satellite Images AAAI 2025
RobAVA: A Large-scale Dataset and Baseline Towards Video based Robotic Arm Action Understanding ICCV 2025
Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images CVPR 2025
The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) IJCNLP 2025