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Computer Vision
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Analysis
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Anomaly Detection
907 directly classified papers
Papers per year
2005: 1
2006: 2
2008: 1
2009: 3
2010: 1
2011: 4
2012: 2
2013: 13
2014: 4
2015: 7
2016: 12
2017: 7
2018: 13
2019: 41
2020: 51
2021: 81
2022: 67
2023: 145
2024: 156
2025: 241
2026: 55
Papers
Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNs
CVPR 2025
MagShield: Towards Better Robustness in Sparse Inertial Motion Capture Under Magnetic Disturbances
ICCV 2025
Odd-One-Out: Anomaly Detection by Comparing with Neighbors
CVPR 2025
Towards Zero-Shot 3D Anomaly Localization
WACV 2025
Revisiting Point Cloud Completion: Are We Ready For The Real-World?
ICCV 2025
Kaputt: A Large-Scale Dataset for Visual Defect Detection
ICCV 2025
PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection
CVPR 2025
DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection
ICCV 2025
Aligning Effective Tokens with Video Anomaly in Large Language Models
ICCV 2025
Unseen Visual Anomaly Generation
CVPR 2025
Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties
CVPR 2025
Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information
WACV 2025
FUN-AD: Fully Unsupervised Learning for Anomaly Detection with Noisy Training Data
WACV 2025
Semantic Discrepancy-aware Detector for Image Forgery Identification
ICCV 2025
FakeRadar: Probing Forgery Outliers to Detect Unknown Deepfake Videos
ICCV 2025
Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection
CVPR 2025
SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark
ICCV 2025
ReMP-AD: Retrieval-enhanced Multi-modal Prompt Fusion for Few-Shot Industrial Visual Anomaly Detection
ICCV 2025
Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection
ACL 2025
SPACE: SPAtial-Aware Consistency rEgularization for Anomaly Detection in Industrial Applications
WACV 2025
G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection
ICCV 2025
PIAD: Pose and Illumination agnostic Anomaly Detection
CVPR 2025
LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers
ACL 2025
Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation
ICCV 2025
MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects
CVPR 2025
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