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Anomaly Detection

907 directly classified papers

Papers per year

Papers

ADD: Frequency Attention and Multi-View Based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images AAAI 2022
A Causal Inference Look at Unsupervised Video Anomaly Detection AAAI 2022
Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning AAAI 2022
FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos AAAI 2022
FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022
LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks AAAI 2022
FastAno: Fast Anomaly Detection via Spatio-Temporal Patch Transformation WACV 2022
CFLOW-AD: Real-Time Unsupervised Anomaly Detection With Localization via Conditional Normalizing Flows WACV 2022
ViM: Out-of-Distribution With Virtual-Logit Matching CVPR 2022
Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints CVPR 2022
Deep Decomposition for Stochastic Normal-Abnormal Transport CVPR 2022
Can You Spot the Chameleon? Adversarially Camouflaging Images From Co-Salient Object Detection CVPR 2022
Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut CVPR 2022
Towards Understanding Adversarial Robustness of Optical Flow Networks CVPR 2022
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection CVPR 2022
ObjectFormer for Image Manipulation Detection and Localization CVPR 2022
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection CVPR 2022
Robust Image Forgery Detection Over Online Social Network Shared Images CVPR 2022
Learning Second Order Local Anomaly for General Face Forgery Detection CVPR 2022
DeepFace-EMD: Re-Ranking Using Patch-Wise Earth Mover's Distance Improves Out-of-Distribution Face Identification CVPR 2022
Maximum Consensus by Weighted Influences of Monotone Boolean Functions CVPR 2022
Anomaly Detection via Reverse Distillation From One-Class Embedding CVPR 2022
Towards Total Recall in Industrial Anomaly Detection CVPR 2022
Catching Both Gray and Black Swans: Open-Set Supervised Anomaly Detection CVPR 2022
Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement CVPR 2022