Anomaly Detection

Contrastive Pseudo Learning for Open-World DeepFake Attribution ICCV 2023 Controllable Guide-Space for Generalizable Face Forgery Detection ICCV 2023 COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning AAAI 2023 Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive Alignment AAAI 2023 Crowd-Level Abnormal Behavior Detection via Multi-Scale Motion Consistency Learning AAAI 2023 Deepfake Video Detection via Facial Action Dependencies Estimation AAAI 2023 DeepGD3: Unknown-Aware Deep Generative/Discriminative Hybrid Defect Detector for PCB Soldering Inspection UAI 2023 DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection CVPR 2023 DF-Platter: Multi-Face Heterogeneous Deepfake Dataset CVPR 2023 DIFFGUARD: Semantic Mismatch-Guided Out-of-Distribution Detection Using Pre-Trained Diffusion Models ICCV 2023 Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models CVPR 2023 DIRE for Diffusion-Generated Image Detection ICCV 2023 Discrepancy-Guided Reconstruction Learning for Image Forgery Detection IJCAI 2023 Diversity-Measurable Anomaly Detection CVPR 2023 Dream the Impossible: Outlier Imagination with Diffusion Models NeurIPS 2023 Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection AAAI 2023 DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network WACV 2023 Dynamic Graph Learning With Content-Guided Spatial-Frequency Relation Reasoning for Deepfake Detection CVPR 2023 Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach NeurIPS 2023 Enhancing Global Network Monitoring with Magnifier NSDI 2023 Estimating the Contamination Factor’s Distribution in Unsupervised Anomaly Detection ICML 2023 EVAL: Explainable Video Anomaly Localization CVPR 2023 Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection CVPR 2023 Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection CVPR 2023 FACTS: First Amplify Correlations and Then Slice to Discover Bias ICCV 2023