Novelty Detection

Scientific Novelty Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 26–50 of 249 papers

Title	Date	Tasks	Status	Score
Novelty Detection in Sequential Data by Informed Clustering and Modeling	Mar 5, 2021	ClusteringNovelty Detection	CodeCode Available	5
NovelCraft: A Dataset for Novelty Detection and Discovery in Open Worlds	Jun 23, 2022	MinecraftNovelty 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
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
Metric Learning for Novelty and Anomaly Detection	Aug 16, 2018	Anomaly DetectionMetric Learning	CodeCode Available	5
Multivariate Triangular Quantile Maps for Novelty Detection	Dec 1, 2019	Density EstimationNovelty Detection	CodeCode Available	5
Adaptive novelty detection with false discovery rate guarantee	Aug 13, 2022	Novelty Detection	CodeCode Available	5
Margin-Aware Intra-Class Novelty Identification for Medical Images	Jul 31, 2021	Anomaly DetectionMedical Image Analysis	CodeCode Available	5
Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier	Nov 17, 2020	Novelty DetectionText Classification	CodeCode Available	5
Novelty Detection via Robust Variational Autoencoding	Jun 9, 2020	Dimensionality ReductionNovelty Detection	CodeCode Available	5
Latent Space Autoregression for Novelty Detection	Jul 4, 2018	Anomaly DetectionNovelty Detection	CodeCode Available	5
Are generative deep models for novelty detection truly better?	Jul 13, 2018	Anomaly DetectionNovelty Detection	CodeCode Available	5
Improving Novelty Detection using the Reconstructions of Nearest Neighbours	Nov 11, 2021	Anomaly DetectionData Augmentation	CodeCode Available	5
Confidence from Invariance to Image Transformations	Apr 2, 2018	General ClassificationNovelty Detection	CodeCode Available	5
Generative Probabilistic Novelty Detection with Adversarial Autoencoders	Jul 6, 2018	DecoderNovelty Detection	CodeCode Available	5
Adversarially Robust One-class Novelty Detection	Aug 25, 2021	Adversarial RobustnessNovelty Detection	CodeCode Available	5
AquaSignal: An Integrated Framework for Robust Underwater Acoustic Analysis	May 20, 2025	DenoisingNovelty Detection	CodeCode Available	5
Continual egocentric object recognition	Dec 6, 2019	Active LearningNovelty Detection	CodeCode Available	5
Killing it with Zero-Shot: Adversarially Robust Novelty Detection	Jan 25, 2025	Novelty Detection	CodeCode Available	5
Continual Novelty Detection	Jun 24, 2021	Continual LearningNovelty Detection	CodeCode Available	5
Hierarchy-based Image Embeddings for Semantic Image Retrieval	Sep 26, 2018	Few-Shot LearningImage Retrieval	CodeCode Available	5
Learning Deep Features for One-Class Classification	Jan 16, 2018	Anomaly DetectionDescriptive	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

Show:10 25 50

← PrevPage 2 of 10Next →

No leaderboard results yet.