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Novelty Detection

Scientific Novelty Detection

Papers

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Showing 201–249 of 249 papers

TitleStatusHype
A comparative evaluation of novelty detection algorithms for discrete sequences—0
Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty DetectionCode0
One-Class Convolutional Neural NetworkCode1
Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging DataCode0
Informed Democracy: Voting-based Novelty Detection for Action Recognition—0
Hierarchy-based Image Embeddings for Semantic Image RetrievalCode0
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm—0
Metric Learning for Novelty and Anomaly DetectionCode0
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty DetectionCode0
Novelty Detection Meets Collider Physics—0
Are generative deep models for novelty detection truly better?Code0
Generative Probabilistic Novelty Detection with Adversarial AutoencodersCode0
Latent Space Autoregression for Novelty DetectionCode0
Global Semantic Consistency for Zero-Shot Learning—0
Interpretable Discovery in Large Image Data Sets—0
q-Space Novelty Detection with Variational AutoencodersCode0
Normative Modeling of Neuroimaging Data using Scalable Multi-Task Gaussian Processes—0
Confidence from Invariance to Image TransformationsCode0
Hierarchical Novelty Detection for Visual Object Recognition—0
Highly Automated Learning for Improved Active Safety of Vulnerable Road Users—0
Novelty Detection with GAN—0
Adversarially Learned One-Class Classifier for Novelty DetectionCode0
TAP-DLND 1.0 : A Corpus for Document Level Novelty DetectionCode0
Learning Deep Features for One-Class ClassificationCode0
Document Level Novelty Detection: Textual Entailment Lends a Helping Hand—0
Distance-based Confidence Score for Neural Network Classifiers—0
Application of SsVGMM to medical data-classification with novelty detectionCode0
Incremental Kernel Null Space Discriminant Analysis for Novelty Detection—0
Multiple Instance Learning with the Optimal Sub-Pattern Assignment Metric—0
Model-Based Multiple Instance Learning—0
EX2: Exploration with Exemplar Models for Deep Reinforcement LearningCode0
Model-based Classification and Novelty Detection For Point Pattern Data—0
The empirical Christoffel function with applications in data analysis—0
A Survey of Inductive Biases for Factorial Representation-Learning—0
Spotting Rumors via Novelty Detection—0
Recurrent Neural Radio Anomaly Detection—0
Detecting Novel Processes with CANDIES -- An Holistic Novelty Detection Technique based on Probabilistic Models—0
An Improved System for Sentence-level Novelty Detection in Textual Streams—0
Novelty Detection in MultiClass Scenarios with Incomplete Set of Class Labels—0
Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection—0
Calibration of One-Class SVM for MV set estimation—0
A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks—0
Detecting bird sound in unknown acoustic background using crowdsourced training data—0
Time-dependent Hierarchical Dirichlet Model for Timeline Generation—0
One-Class Classification: Taxonomy of Study and Review of Techniques—0
Novelty Detection Under Multi-Instance Multi-Label Framework—0
The Cyborg Astrobiologist: Matching of Prior Textures by Image Compression for Geological Mapping and Novelty Detection—0
Kernel Null Space Methods for Novelty Detection—0
Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree—0
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