Anomaly Detection

Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection AAAI 2022 Constrained Adaptive Projection with Pretrained Features for Anomaly Detection IJCAI 2022 Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement CVPR 2022 Deep Decomposition for Stochastic Normal-Abnormal Transport CVPR 2022 DeepFace-EMD: Re-Ranking Using Patch-Wise Earth Mover's Distance Improves Out-of-Distribution Face Identification CVPR 2022 DeepFake Disrupter: The Detector of DeepFake Is My Friend CVPR 2022 Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection AAAI 2022 Density-driven Regularization for Out-of-distribution Detection NeurIPS 2022 Detecting Deepfakes With Self-Blended Images CVPR 2022 Detection and Localization of Facial Expression Manipulations WACV 2022 DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NeurIPS 2022 Discrete Neural Representations for Explainable Anomaly Detection WACV 2022 Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation COLING 2022 Dual Task Learning by Leveraging Both Dense Correspondence and Mis-Correspondence for Robust Change Detection With Imperfect Matches CVPR 2022 Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning AAAI 2022 FastAno: Fast Anomaly Detection via Spatio-Temporal Patch Transformation WACV 2022 Few-Shot Fast-Adaptive Anomaly Detection NeurIPS 2022 FF-Net: An End-to-end Feature-Fusion Network for Double JPEG Detection and Localization ACML 2022 FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos AAAI 2022 FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022 Fully Convolutional Cross-Scale-Flows for Image-Based Defect Detection WACV 2022 Latent Outlier Exposure for Anomaly Detection with Contaminated Data ICML 2022 Learning Second Order Local Anomaly for General Face Forgery Detection CVPR 2022 LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks AAAI 2022 Maximum Consensus by Weighted Influences of Monotone Boolean Functions CVPR 2022