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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
Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection
May 28, 2022
Anomaly Detection
Novelty Detection
Code
Code Available
1
OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization
Dec 1, 2021
Novelty Detection
Outlier Detection
Code
Code Available
1
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
Generalized Out-of-Distribution Detection: A Survey
Oct 21, 2021
Anomaly Detection
Autonomous Driving
Code
Code Available
1
OpenMatch: Open-set Consistency Regularization for Semi-supervised Learning with Outliers
May 28, 2021
Novelty Detection
Outlier Detection
Code
Code Available
1
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
Latent World Models For Intrinsically Motivated Exploration
Oct 5, 2020
Efficient Exploration
Novelty Detection
Code
Code Available
1
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances
Jul 16, 2020
Anomaly Detection
Contrastive Learning
Code
Code Available
1
Stream-51: Streaming Classification and Novelty Detection from Videos
Jun 14, 2020
Classification
General Classification
Code
Code Available
1
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