Novelty Detection

Scientific Novelty Detection

Papers

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Showing 51–75 of 249 papers

Title	Date	Tasks	Status	Score
Margin-Aware Intra-Class Novelty Identification for Medical Images	Jul 31, 2021	Anomaly DetectionMedical Image Analysis	CodeCode Available	5
Application of SsVGMM to medical data-classification with novelty detection	Jul 15, 2017	ClassificationMulti-class Classification	CodeCode Available	5
A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels	Nov 25, 2020	Generalized Zero-Shot LearningImage Classification	CodeCode Available	5
Derandomized Novelty Detection with FDR Control via Conformal E-values	Feb 14, 2023	Novelty Detection	CodeCode Available	5
Metric Learning for Novelty and Anomaly Detection	Aug 16, 2018	Anomaly DetectionMetric Learning	CodeCode Available	5
Semi-supervised novelty detection using ensembles with regularized disagreement	Dec 10, 2020	Novelty DetectionOut-of-Distribution Detection	CodeCode Available	5
Redefining Normal: A Novel Object-Level Approach for Multi-Object Novelty Detection	Dec 15, 2024	Knowledge DistillationNovelty Detection	CodeCode Available	5
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities	Oct 31, 2022	Novelty DetectionSentence	CodeCode Available	5
Self-supervised network distillation: an effective approach to exploration in sparse reward environments	Feb 22, 2023	Atari GamesDecision Making	CodeCode Available	5
SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class Boundaries	Jun 28, 2022	class-incremental learningClass Incremental Learning	CodeCode Available	5
A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier	Mar 7, 2020	Intent DetectionNovelty Detection	CodeCode Available	5
Adaptive novelty detection with false discovery rate guarantee	Aug 13, 2022	Novelty Detection	CodeCode Available	5
Latent Space Autoregression for Novelty Detection	Jul 4, 2018	Anomaly DetectionNovelty Detection	CodeCode Available	5
Hierarchy-based Image Embeddings for Semantic Image Retrieval	Sep 26, 2018	Few-Shot LearningImage Retrieval	CodeCode Available	5
Generative Probabilistic Novelty Detection with Adversarial Autoencoders	Jul 6, 2018	DecoderNovelty Detection	CodeCode Available	5
Improving Novelty Detection using the Reconstructions of Nearest Neighbours	Nov 11, 2021	Anomaly DetectionData Augmentation	CodeCode Available	5
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck	Mar 24, 2023	Adversarial RobustnessNovelty Detection	CodeCode Available	5
Deep Unknown Intent Detection with Margin Loss	Jun 2, 2019	Intent DetectionNovelty Detection	CodeCode Available	5
Killing it with Zero-Shot: Adversarially Robust Novelty Detection	Jan 25, 2025	Novelty Detection	CodeCode Available	5
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning	Mar 3, 2017	Deep Reinforcement LearningDensity Estimation	CodeCode Available	5
Efficient SVDD Sampling with Approximation Guarantees for the Decision Boundary	Sep 29, 2020	General ClassificationNovelty Detection	CodeCode Available	5
Efficient Novelty Detection Methods for Early Warning of Potential Fatal Diseases	Aug 6, 2022	Episode ClassificationFeature Engineering	CodeCode Available	5
Learning Deep Features for One-Class Classification	Jan 16, 2018	Anomaly DetectionDescriptive	CodeCode Available	5
Adversarially Learned One-Class Classifier for Novelty Detection	Feb 25, 2018	Anomaly DetectionNovelty Detection	CodeCode Available	5
Multivariate Triangular Quantile Maps for Novelty Detection	Dec 1, 2019	Density EstimationNovelty Detection	CodeCode Available	5

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