Novelty Detection

Scientific Novelty Detection

Papers

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Showing 51–75 of 249 papers

Title	Date	Tasks	Status	Score
Novelty Detection via Robust Variational Autoencoding	Jun 9, 2020	Dimensionality ReductionNovelty Detection	CodeCode Available	5
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
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
Semi-supervised novelty detection using ensembles with regularized disagreement	Dec 10, 2020	Novelty DetectionOut-of-Distribution Detection	CodeCode Available	5
Puzzle-AE: Novelty Detection in Images through Solving Puzzles	Aug 29, 2020	Anomaly DetectionNovelty Detection	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
Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty Detection	Feb 13, 2019	Acoustic Novelty DetectionFeature Engineering	CodeCode Available	5
Adaptive novelty detection with false discovery rate guarantee	Aug 13, 2022	Novelty Detection	CodeCode Available	5
Metric Learning for Novelty and Anomaly Detection	Aug 16, 2018	Anomaly DetectionMetric Learning	CodeCode Available	5
Latent Space Autoregression for Novelty Detection	Jul 4, 2018	Anomaly DetectionNovelty Detection	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
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
Efficient SVDD Sampling with Approximation Guarantees for the Decision Boundary	Sep 29, 2020	General ClassificationNovelty Detection	CodeCode Available	5
Hierarchy-based Image Embeddings for Semantic Image Retrieval	Sep 26, 2018	Few-Shot LearningImage Retrieval	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
Self-supervised network distillation: an effective approach to exploration in sparse reward environments	Feb 22, 2023	Atari GamesDecision Making	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
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection	Aug 1, 2018	Document SummarizationFeature Engineering	CodeCode Available	5

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