Novelty Detection

Scientific Novelty Detection

Papers

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Showing 26–50 of 249 papers

Title	Date	Tasks	Status	Score
Novelty Detection via Robust Variational Autoencoding	Jun 9, 2020	Dimensionality ReductionNovelty Detection	CodeCode Available	5
Novelty Detection in Sequential Data by Informed Clustering and Modeling	Mar 5, 2021	ClusteringNovelty Detection	CodeCode Available	5
Novelty Detection and Analysis of Traffic Scenario Infrastructures in the Latent Space of a Vision Transformer-Based Triplet Autoencoder	May 5, 2021	Autonomous VehiclesNovelty Detection	CodeCode Available	5
Novelty Detection on Radio Astronomy Data using Signatures	Feb 22, 2024	AstronomyNovelty Detection	CodeCode Available	5
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection	Aug 1, 2018	Document SummarizationFeature Engineering	CodeCode Available	5
Multivariate Triangular Quantile Maps for Novelty Detection	Dec 1, 2019	Density EstimationNovelty Detection	CodeCode Available	5
Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data	Dec 12, 2018	DiagnosticNovelty Detection	CodeCode Available	5
Margin-Aware Intra-Class Novelty Identification for Medical Images	Jul 31, 2021	Anomaly DetectionMedical Image Analysis	CodeCode Available	5
Metric Learning for Novelty and Anomaly Detection	Aug 16, 2018	Anomaly DetectionMetric Learning	CodeCode Available	5
NovelCraft: A Dataset for Novelty Detection and Discovery in Open Worlds	Jun 23, 2022	MinecraftNovelty Detection	CodeCode Available	5
OCmst: One-class Novelty Detection using Convolutional Neural Network and Minimum Spanning Trees	Mar 30, 2020	Novelty Detection	CodeCode Available	5
Latent Space Autoregression for Novelty Detection	Jul 4, 2018	Anomaly DetectionNovelty Detection	CodeCode Available	5
Killing it with Zero-Shot: Adversarially Robust Novelty Detection	Jan 25, 2025	Novelty Detection	CodeCode Available	5
Learning Deep Features for One-Class Classification	Jan 16, 2018	Anomaly DetectionDescriptive	CodeCode Available	5
Confidence from Invariance to Image Transformations	Apr 2, 2018	General ClassificationNovelty Detection	CodeCode Available	5
Hierarchy-based Image Embeddings for Semantic Image Retrieval	Sep 26, 2018	Few-Shot LearningImage Retrieval	CodeCode Available	5
Adversarially Robust One-class Novelty Detection	Aug 25, 2021	Adversarial RobustnessNovelty Detection	CodeCode Available	5
Are generative deep models for novelty detection truly better?	Jul 13, 2018	Anomaly DetectionNovelty Detection	CodeCode Available	5
Continual egocentric object recognition	Dec 6, 2019	Active LearningNovelty Detection	CodeCode Available	5
Generative Probabilistic Novelty Detection with Adversarial Autoencoders	Jul 6, 2018	DecoderNovelty Detection	CodeCode Available	5
Continual Novelty Detection	Jun 24, 2021	Continual LearningNovelty Detection	CodeCode Available	5
Improving Novelty Detection using the Reconstructions of Nearest Neighbours	Nov 11, 2021	Anomaly DetectionData Augmentation	CodeCode Available	5
Semi-supervised novelty detection using ensembles with regularized disagreement	Dec 10, 2020	Novelty DetectionOut-of-Distribution Detection	CodeCode Available	5
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning	Mar 3, 2017	Deep Reinforcement LearningDensity Estimation	CodeCode Available	5
Application of SsVGMM to medical data-classification with novelty detection	Jul 15, 2017	ClassificationMulti-class Classification	CodeCode Available	5

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