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Novelty Detection
Novelty Detection
Scientific Novelty Detection
Papers
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Showing 151–175 of 249 papers
Title
Date
Tasks
Status
Hype
Multiple Class Novelty Detection Under Data Distribution Shift
Aug 1, 2020
Domain Adaptation
Novelty Detection
—
Unverified
0
Utilizing Patch-level Category Activation Patterns for Multiple Class Novelty Detection
Aug 1, 2020
Novelty Detection
—
Unverified
0
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances
Jul 16, 2020
Anomaly Detection
Contrastive Learning
Code
Code Available
1
P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection
Jul 14, 2020
Anomaly Detection
Decoder
—
Unverified
0
Deep Learning for Anomaly Detection: A Review
Jul 6, 2020
Anomaly Detection
Deep Learning
—
Unverified
0
Improving auto-encoder novelty detection using channel attention and entropy minimization
Jul 3, 2020
Diversity
Novelty Detection
—
Unverified
0
Feature Extraction for Novelty Detection in Network Traffic
Jun 30, 2020
Anomaly Detection
BIG-bench Machine Learning
—
Unverified
0
Fast Training of Deep Networks with One-Class CNNs
Jun 28, 2020
Benchmarking
Classification
—
Unverified
0
Stream-51: Streaming Classification and Novelty Detection from Videos
Jun 14, 2020
Classification
General Classification
Code
Code Available
1
Novelty Detection via Robust Variational Autoencoding
Jun 9, 2020
Dimensionality Reduction
Novelty Detection
Code
Code Available
0
Deep Context-Aware Novelty Detection
Jun 1, 2020
Novelty Detection
—
Unverified
0
An Entropy Based Outlier Score and its Application to Novelty Detection for Road Infrastructure Images
May 27, 2020
Autonomous Vehicles
Dimensionality Reduction
—
Unverified
0
MorphoCluster: Efficient Annotation of Plankton images by Clustering
May 4, 2020
16k
Clustering
Code
Code Available
1
RaPP: Novelty Detection with Reconstruction along Projection Pathway
May 1, 2020
Anomaly Detection
Novelty Detection
Code
Code Available
1
Difference-Seeking Generative Adversarial Network--Unseen Sample Generation
May 1, 2020
Generative Adversarial Network
Novelty Detection
—
Unverified
0
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm
Apr 16, 2020
Anomaly Detection
Novelty Detection
Code
Code Available
1
OCmst: One-class Novelty Detection using Convolutional Neural Network and Minimum Spanning Trees
Mar 30, 2020
Novelty Detection
Code
Code Available
0
ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection
Mar 12, 2020
Adversarial Robustness
Novelty Detection
Code
Code Available
1
A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier
Mar 7, 2020
Intent Detection
Novelty Detection
Code
Code Available
0
Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection
Mar 3, 2020
Novelty Detection
—
Unverified
0
Open-set learning with augmented categories by exploiting unlabelled data
Feb 4, 2020
General Classification
Novelty Detection
—
Unverified
0
Novelty Detection via Non-Adversarial Generative Network
Feb 3, 2020
Decoder
Image Reconstruction
—
Unverified
0
Continual egocentric object recognition
Dec 6, 2019
Active Learning
Novelty Detection
Code
Code Available
0
Information bottleneck through variational glasses
Dec 2, 2019
Novelty Detection
—
Unverified
0
Multivariate Triangular Quantile Maps for Novelty Detection
Dec 1, 2019
Density Estimation
Novelty Detection
Code
Code Available
0
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