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Anomaly Detection

907 directly classified papers

Papers per year

Papers

Zero-Shot Versus Many-Shot: Unsupervised Texture Anomaly Detection WACV 2023
Modeling the Distributional Uncertainty for Salient Object Detection Models CVPR 2023
Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning CVPR 2023
Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution CVPR 2023
Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection WACV 2023
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection EMNLP 2023
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning ICCV 2023
Shape-Guided Dual-Memory Learning for 3D Anomaly Detection ICML 2023
Kernel QuantTree ICML 2023
UMD: Unsupervised Model Detection for X2X Backdoor Attacks ICML 2023
Orion: Online Backdoor Sample Detection via Evolution Deviance IJCAI 2023
Shaken, and Stirred: Long-Range Dependencies Enable Robust Outlier Detection with PixelCNN++ IJCAI 2023
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection IJCAI 2023
Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction NIPS 2023
Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression Recognition AAAI 2023
Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors AAAI 2023
Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection AAAI 2023
OptIForest: Optimal Isolation Forest for Anomaly Detection IJCAI 2023
On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection NIPS 2023
Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning INTERSPEECH 2023
Robust Prototype Learning for Anomalous Sound Detection INTERSPEECH 2023
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization CVPR 2023
SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection CVPR 2023
AI-Assisted Tool for Early Diagnosis and Prevention of Colorectal Cancer in Africa IJCAI 2023
Image-Consistent Detection of Road Anomalies As Unpredictable Patches WACV 2023