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Novelty Detection

Scientific Novelty Detection

Papers

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Showing 101–125 of 249 papers

TitleStatusHype
Zero Day Threat Detection Using Graph and Flow Based Security Telemetry—0
KNN-Contrastive Learning for Out-of-Domain Intent Classification—0
Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels—0
TransductGAN: a Transductive Adversarial Model for Novelty Detection—0
Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies—0
Monitoring Time Series With Missing Values: a Deep Probabilistic Approach—0
Novelty Detection: A Perspective from Natural Language Processing—0
SAFE-OCC: A Novelty Detection Framework for Convolutional Neural Network Sensors and its Application in Process Control—0
Keeping Deep Lithography Simulators Updated: Global-Local Shape-Based Novelty Detection and Active Learning—0
ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network—0
Out-of-Distribution Detection Without Class Labels—0
In-flight Novelty Detection with Convolutional Neural Networks—0
Improving Novelty Detection using the Reconstructions of Nearest NeighboursCode0
Semantic Novelty Detection in Natural Language DescriptionsCode0
New Perspective on Progressive GANs Distillation for One-class Novelty Detection—0
Adversarially Robust One-class Novelty DetectionCode0
Autoencoder-based Semantic Novelty Detection: Towards Dependable AI-based Systems—0
A Survey on Open Set Recognition—0
Margin-Aware Intra-Class Novelty Identification for Medical ImagesCode0
Evaluating the Use of Reconstruction Error for Novelty Localization—0
Hack The Box: Fooling Deep Learning Abstraction-Based Monitors—0
Continual Novelty DetectionCode0
Learning Deep Classifiers Consistent With Fine-Grained Novelty Detection—0
Novelty Detection via Contrastive Learning with Negative Data Augmentation—0
The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds—0
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