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Novelty Detection

Scientific Novelty Detection

Papers

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Showing 151–200 of 249 papers

TitleStatusHype
Multiple Class Novelty Detection Under Data Distribution Shift—0
Utilizing Patch-level Category Activation Patterns for Multiple Class Novelty Detection—0
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted InstancesCode1
P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection—0
Deep Learning for Anomaly Detection: A Review—0
Improving auto-encoder novelty detection using channel attention and entropy minimization—0
Feature Extraction for Novelty Detection in Network Traffic—0
Fast Training of Deep Networks with One-Class CNNs—0
Stream-51: Streaming Classification and Novelty Detection from VideosCode1
Novelty Detection via Robust Variational AutoencodingCode0
Deep Context-Aware Novelty Detection—0
An Entropy Based Outlier Score and its Application to Novelty Detection for Road Infrastructure Images—0
MorphoCluster: Efficient Annotation of Plankton images by ClusteringCode1
RaPP: Novelty Detection with Reconstruction along Projection PathwayCode1
Difference-Seeking Generative Adversarial Network--Unseen Sample Generation—0
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training ParadigmCode1
OCmst: One-class Novelty Detection using Convolutional Neural Network and Minimum Spanning TreesCode0
ARAE: Adversarially Robust Training of Autoencoders Improves Novelty DetectionCode1
A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network ClassifierCode0
Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection—0
Open-set learning with augmented categories by exploiting unlabelled data—0
Novelty Detection via Non-Adversarial Generative Network—0
Continual egocentric object recognitionCode0
Information bottleneck through variational glasses—0
Multivariate Triangular Quantile Maps for Novelty DetectionCode0
Novelty Detection Via Blurring—0
Outside the Box: Abstraction-Based Monitoring of Neural NetworksCode0
Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy—0
Deep Variational Semi-Supervised Novelty Detection—0
Novelty Detection and Learning from Extremely Weak Supervision—0
Evaluating Research Novelty Detection: Counterfactual Approaches—0
How to detect novelty in textual data streams? A comparative study of existing methods—0
GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection—0
Visualizing Image Content to Explain Novel Image Discovery—0
Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification—0
Normalizing flows for novelty detection in industrial time series data—0
Novelty Detection via Network Saliency in Visual-based Deep Learning—0
Deep Unknown Intent Detection with Margin LossCode0
Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection—0
Radar-based Road User Classification and Novelty Detection with Recurrent Neural Network Ensembles—0
Multi-class Novelty Detection Using Mix-up Technique—0
Reducing Overconfident Errors outside the Known Distribution—0
Psychophysical vs. learnt texture representations in novelty detection—0
EnGAN: Latent Space MCMC and Maximum Entropy Generators for Energy-based Models—0
OCKELM+: Kernel Extreme Learning Machine based One-class Classification using Privileged Information (or KOC+: Kernel Ridge Regression or Least Square SVM with zero bias based One-class Classification using Privileged Information)—0
Generative Models for Novelty Detection: Applications in abnormal event and situational change detection from data series—0
Unsupervised Progressive Learning and the STAM ArchitectureCode0
OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations—0
Deep Transfer Learning for Multiple Class Novelty DetectionCode0
Probabilistic Modeling for Novelty Detection with Applications to Fraud Identification—0
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