Anomaly Detection

Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning CVPR 2023 Mean-Shifted Contrastive Loss for Anomaly Detection AAAI 2023 MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection AAAI 2023 Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-Grained Environments WACV 2023 Modeling the Distributional Uncertainty for Salient Object Detection Models CVPR 2023 Multimodal Industrial Anomaly Detection via Hybrid Fusion CVPR 2023 Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection ICCV 2023 Noise Based Deepfake Detection via Multi-Head Relative-Interaction AAAI 2023 Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection WACV 2023 Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection CVPR 2023 Normalizing Flows for Human Pose Anomaly Detection ICCV 2023 No Shifted Augmentations (NSA): Compact Distributions for Robust Self-Supervised Anomaly Detection WACV 2023 OmniAL: A Unified CNN Framework for Unsupervised Anomaly Localization CVPR 2023 One-for-All: Proposal Masked Cross-Class Anomaly Detection AAAI 2023 On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection NeurIPS 2023 Open Anomalous Trajectory Recognition via Probabilistic Metric Learning IJCAI 2023 OptIForest: Optimal Isolation Forest for Anomaly Detection IJCAI 2023 Orion: Online Backdoor Sample Detection via Evolution Deviance IJCAI 2023 Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning Interspeech 2023 Out-of-Distribution Detection for Monocular Depth Estimation ICCV 2023 PAD: A Dataset and Benchmark for Pose-agnostic Anomaly Detection NeurIPS 2023 Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI MIDL 2023 PatchZero: Defending Against Adversarial Patch Attacks by Detecting and Zeroing the Patch WACV 2023 PNI : Industrial Anomaly Detection using Position and Neighborhood Information ICCV 2023 Point to the Hidden: Exposing Speech Audio Splicing via Signal Pointer Nets Interspeech 2023