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Novelty Detection
Novelty Detection
Scientific Novelty Detection
Papers
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Showing 201–225 of 249 papers
Title
Date
Tasks
Status
Hype
A comparative evaluation of novelty detection algorithms for discrete sequences
Feb 28, 2019
Fraud Detection
Intrusion Detection
—
Unverified
0
Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty Detection
Feb 13, 2019
Acoustic Novelty Detection
Feature Engineering
Code
Code Available
0
One-Class Convolutional Neural Network
Jan 24, 2019
Anomaly Detection
General Classification
Code
Code Available
1
Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data
Dec 12, 2018
Diagnostic
Novelty Detection
Code
Code Available
0
Informed Democracy: Voting-based Novelty Detection for Action Recognition
Oct 30, 2018
Action Classification
Action Recognition
—
Unverified
0
Hierarchy-based Image Embeddings for Semantic Image Retrieval
Sep 26, 2018
Few-Shot Learning
Image Retrieval
Code
Code Available
0
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm
Sep 17, 2018
Image Compression
Novelty Detection
—
Unverified
0
Metric Learning for Novelty and Anomaly Detection
Aug 16, 2018
Anomaly Detection
Metric Learning
Code
Code Available
0
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection
Aug 1, 2018
Document Summarization
Feature Engineering
Code
Code Available
0
Novelty Detection Meets Collider Physics
Jul 26, 2018
Clustering
Novelty Detection
—
Unverified
0
Are generative deep models for novelty detection truly better?
Jul 13, 2018
Anomaly Detection
Novelty Detection
Code
Code Available
0
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Jul 6, 2018
Decoder
Novelty Detection
Code
Code Available
0
Latent Space Autoregression for Novelty Detection
Jul 4, 2018
Anomaly Detection
Novelty Detection
Code
Code Available
0
Global Semantic Consistency for Zero-Shot Learning
Jun 22, 2018
Attribute
Generalized Zero-Shot Learning
—
Unverified
0
Interpretable Discovery in Large Image Data Sets
Jun 21, 2018
General Classification
Novelty Detection
—
Unverified
0
q-Space Novelty Detection with Variational Autoencoders
Jun 8, 2018
Diffusion MRI
Novelty Detection
Code
Code Available
0
Normative Modeling of Neuroimaging Data using Scalable Multi-Task Gaussian Processes
Jun 4, 2018
Gaussian Processes
Novelty Detection
—
Unverified
0
Confidence from Invariance to Image Transformations
Apr 2, 2018
General Classification
Novelty Detection
Code
Code Available
0
Hierarchical Novelty Detection for Visual Object Recognition
Apr 2, 2018
Generalized Zero-Shot Learning
Novelty Detection
—
Unverified
0
Highly Automated Learning for Improved Active Safety of Vulnerable Road Users
Mar 9, 2018
Active Learning
BIG-bench Machine Learning
—
Unverified
0
Novelty Detection with GAN
Feb 28, 2018
General Classification
Novelty Detection
—
Unverified
0
Adversarially Learned One-Class Classifier for Novelty Detection
Feb 25, 2018
Anomaly Detection
Novelty Detection
Code
Code Available
0
TAP-DLND 1.0 : A Corpus for Document Level Novelty Detection
Feb 20, 2018
Articles
Benchmarking
Code
Code Available
0
Learning Deep Features for One-Class Classification
Jan 16, 2018
Anomaly Detection
Descriptive
Code
Code Available
0
Document Level Novelty Detection: Textual Entailment Lends a Helping Hand
Dec 1, 2017
Natural Language Inference
Novelty Detection
—
Unverified
0
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