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Novelty Detection
Novelty Detection
Scientific Novelty Detection
Papers
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Showing 11–20 of 249 papers
Title
Date
Tasks
Status
Hype
Score
CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis
Mar 10, 2021
Design Synthesis
Novelty Detection
Code
Code Available
1
5
One-Class Convolutional Neural Network
Jan 24, 2019
Anomaly Detection
General Classification
Code
Code Available
1
5
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances
Jul 16, 2020
Anomaly Detection
Contrastive Learning
Code
Code Available
1
5
ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection
Mar 12, 2020
Adversarial Robustness
Novelty Detection
Code
Code Available
1
5
ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation
Mar 5, 2021
Anomaly Segmentation
Brain Tumor Segmentation
Code
Code Available
1
5
Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection
May 28, 2022
Anomaly Detection
Novelty Detection
Code
Code Available
1
5
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection
Nov 12, 2022
Anomaly Detection
Density Estimation
Code
Code Available
1
5
Generalized Out-of-Distribution Detection: A Survey
Oct 21, 2021
Anomaly Detection
Autonomous Driving
Code
Code Available
1
5
A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges
Oct 26, 2021
Anomaly Detection
Novelty Detection
Code
Code Available
1
5
MorphoCluster: Efficient Annotation of Plankton images by Clustering
May 4, 2020
16k
Clustering
Code
Code Available
1
5
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