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Novelty Detection

Scientific Novelty Detection

Papers

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Showing 201–249 of 249 papers

TitleStatusHype
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin MachinesCode0
A Review of Open-World Learning and Steps Toward Open-World Learning Without LabelsCode0
Universal Novelty Detection Through Adaptive Contrastive LearningCode0
Wasserstein Distance-based Expansion of Low-Density Latent Regions for Unknown Class DetectionCode0
Hierarchy-based Image Embeddings for Semantic Image RetrievalCode0
Outside the Box: Abstraction-Based Monitoring of Neural NetworksCode0
NovelCraft: A Dataset for Novelty Detection and Discovery in Open WorldsCode0
Novelty Detection and Analysis of Traffic Scenario Infrastructures in the Latent Space of a Vision Transformer-Based Triplet AutoencoderCode0
Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty DetectionCode0
Partial Wasserstein and Maximum Mean Discrepancy distances for bridging the gap between outlier detection and drift detectionCode0
Semantic Novelty Detection and Characterization in Factual Text Involving Named EntitiesCode0
Improving Novelty Detection using the Reconstructions of Nearest NeighboursCode0
Semantic Novelty Detection in Natural Language DescriptionsCode0
A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network ClassifierCode0
Novelty Detection in Sequential Data by Informed Clustering and ModelingCode0
SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class BoundariesCode0
Signal Novelty Detection as an Intrinsic Reward for RoboticsCode0
Novelty Detection on Radio Astronomy Data using SignaturesCode0
Puzzle-AE: Novelty Detection in Images through Solving PuzzlesCode0
q-Space Novelty Detection with Variational AutoencodersCode0
Adversarially Robust One-class Novelty DetectionCode0
Application of SsVGMM to medical data-classification with novelty detectionCode0
Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty DetectionCode0
Deep Unknown Intent Detection with Margin LossCode0
Novelty Detection via Robust Variational AutoencodingCode0
Killing it with Zero-Shot: Adversarially Robust Novelty DetectionCode0
Redefining Normal: A Novel Object-Level Approach for Multi-Object Novelty DetectionCode0
Unsupervised Progressive Learning and the STAM ArchitectureCode0
Latent Space Autoregression for Novelty DetectionCode0
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty DetectionCode0
Efficient SVDD Sampling with Approximation Guarantees for the Decision BoundaryCode0
Adversarially Learned One-Class Classifier for Novelty DetectionCode0
Learning Deep Features for One-Class ClassificationCode0
Semi-supervised novelty detection using ensembles with regularized disagreementCode0
3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point CloudsCode0
OCmst: One-class Novelty Detection using Convolutional Neural Network and Minimum Spanning TreesCode0
Adaptive novelty detection with false discovery rate guaranteeCode0
Deep Transfer Learning for Multiple Class Novelty DetectionCode0
Margin-Aware Intra-Class Novelty Identification for Medical ImagesCode0
OLED: One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty DetectionCode0
Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text ClassifierCode0
Robust Novelty Detection through Style-Conscious Feature RankingCode0
Metric Learning for Novelty and Anomaly DetectionCode0
Transductive conformal inference with adaptive scoresCode0
Continual Novelty DetectionCode0
Continual egocentric object recognitionCode0
Efficient Novelty Detection Methods for Early Warning of Potential Fatal DiseasesCode0
Confidence from Invariance to Image TransformationsCode0
Are generative deep models for novelty detection truly better?Code0
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