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Anomaly Detection

907 directly classified papers

Papers per year

Papers

Pre-training Vision Models with Mandelbulb Variations CVPR 2024
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error CVPR 2024
Lightweight Video Denoising Using Aggregated Shifted Window Attention WACV 2023
TALL: Thumbnail Layout for Deepfake Video Detection ICCV 2023
Removing Anomalies as Noises for Industrial Defect Localization ICCV 2023
DIFFGUARD: Semantic Mismatch-Guided Out-of-Distribution Detection Using Pre-Trained Diffusion Models ICCV 2023
Feature Prediction Diffusion Model for Video Anomaly Detection ICCV 2023
DIRE for Diffusion-Generated Image Detection ICCV 2023
Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model ICCV 2023
Anomaly Detection using Score-based Perturbation Resilience ICCV 2023
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection ICCV 2023
Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion INTERSPEECH 2023
Template-guided Hierarchical Feature Restoration for Anomaly Detection ICCV 2023
Controllable Guide-Space for Generalizable Face Forgery Detection ICCV 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection ICCV 2023
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI MIDL 2023
Mean-Shifted Contrastive Loss for Anomaly Detection AAAI 2023
Estimating the Contamination Factor’s Distribution in Unsupervised Anomaly Detection ICML 2023
SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ICCV 2023
SAFL-Net: Semantic-Agnostic Feature Learning Network with Auxiliary Plugins for Image Manipulation Detection ICCV 2023
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection AAAI 2023
Self-Supervised Learning for Multilevel Skeleton-Based Forgery Detection via Temporal-Causal Consistency of Actions AAAI 2023
Learning Event-Relevant Factors for Video Anomaly Detection AAAI 2023
Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection AAAI 2023
One-for-All: Proposal Masked Cross-Class Anomaly Detection AAAI 2023