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Novelty Detection
Novelty Detection
Scientific Novelty Detection
Papers
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Showing 126–150 of 249 papers
Title
Date
Tasks
Status
Hype
OLED: One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection
Mar 27, 2021
Anomaly Detection
Decoder
Code
Code Available
0
Integrating Novelty Detection Capabilities with MSL Mastcam Operations to Enhance Data Analysis
Mar 23, 2021
Diagnostic
Novelty Detection
—
Unverified
0
CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis
Mar 10, 2021
Design Synthesis
Novelty Detection
Code
Code Available
1
ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation
Mar 5, 2021
Anomaly Segmentation
Brain Tumor Segmentation
Code
Code Available
1
Novelty Detection in Sequential Data by Informed Clustering and Modeling
Mar 5, 2021
Clustering
Novelty Detection
Code
Code Available
0
System-reliability based multi-ensemble of GAN and one-class joint Gaussian distributions for unsupervised real-time structural health monitoring
Feb 1, 2021
Dimensionality Reduction
Novelty Detection
—
Unverified
0
OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space
Jan 7, 2021
Image Reconstruction
Novelty Detection
—
Unverified
0
Novelty Detection with Rotated Contrastive Predictive Coding
Jan 1, 2021
Contrastive Learning
Novelty Detection
—
Unverified
0
Constraints on Hebbian and STDP learned weights of a spiking neuron
Dec 14, 2020
Novelty Detection
—
Unverified
0
Semi-supervised novelty detection using ensembles with regularized disagreement
Dec 10, 2020
Novelty Detection
Out-of-Distribution Detection
Code
Code Available
0
A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels
Nov 25, 2020
Generalized Zero-Shot Learning
Image Classification
Code
Code Available
0
Variational Beam Search for Novelty Detection
Nov 23, 2020
Novelty Detection
—
Unverified
0
Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier
Nov 17, 2020
Novelty Detection
Text Classification
Code
Code Available
0
Adaptive Matching of Kernel Means
Nov 16, 2020
Novelty Detection
—
Unverified
0
Robot in the mirror: toward an embodied computational model of mirror self-recognition
Nov 9, 2020
Novelty Detection
—
Unverified
0
Latent World Models For Intrinsically Motivated Exploration
Oct 5, 2020
Efficient Exploration
Novelty Detection
Code
Code Available
1
Efficient SVDD Sampling with Approximation Guarantees for the Decision Boundary
Sep 29, 2020
General Classification
Novelty Detection
Code
Code Available
0
A Nonparametric Unsupervised Learning Approach for Structural Damage Detection
Sep 28, 2020
Bayesian Optimization
Novelty Detection
—
Unverified
0
NN-EVCLUS: Neural Network-based Evidential Clustering
Sep 27, 2020
Attribute
Clustering
—
Unverified
0
Text Classification with Novelty Detection
Sep 23, 2020
Classification
General Classification
—
Unverified
0
Dynamic Horizon Value Estimation for Model-based Reinforcement Learning
Sep 21, 2020
Model-based Reinforcement Learning
Novelty Detection
—
Unverified
0
Puzzle-AE: Novelty Detection in Images through Solving Puzzles
Aug 29, 2020
Anomaly Detection
Novelty Detection
Code
Code Available
0
Image quality assessment for closed-loop computer-assisted lung ultrasound
Aug 20, 2020
Anomaly Detection
Diagnostic
—
Unverified
0
Neural Neighborhood Encoding for Classification
Aug 19, 2020
Classification
General Classification
—
Unverified
0
Novelty Detection Through Model-Based Characterization of Neural Networks
Aug 13, 2020
Novelty Detection
—
Unverified
0
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