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Novelty Detection
Novelty Detection
Scientific Novelty Detection
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Showing 1–25 of 249 papers
Title
Date
Tasks
Status
Hype
APRIL-GAN: A Zero-/Few-Shot Anomaly Classification and Segmentation Method for CVPR 2023 VAND Workshop Challenge Tracks 1&2: 1st Place on Zero-shot AD and 4th Place on Few-shot AD
May 27, 2023
Anomaly Classification
Anomaly Detection
Code
Code Available
2
2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection
Jun 15, 2023
Anomaly Detection
Anomaly Localization
Code
Code Available
2
Anomaly Detection via Reverse Distillation from One-Class Embedding
Jan 26, 2022
Anomaly Classification
Code
Code Available
2
SimpleNet: A Simple Network for Image Anomaly Detection and Localization
Mar 27, 2023
Anomaly Classification
Anomaly Detection
Code
Code Available
2
RaPP: Novelty Detection with Reconstruction along Projection Pathway
May 1, 2020
Anomaly Detection
Novelty Detection
Code
Code Available
1
Semantic Novelty Detection via Relational Reasoning
Jul 18, 2022
Autonomous Driving
Edge-computing
Code
Code Available
1
Stream-51: Streaming Classification and Novelty Detection from Videos
Jun 14, 2020
Classification
General Classification
Code
Code Available
1
Latent World Models For Intrinsically Motivated Exploration
Oct 5, 2020
Efficient Exploration
Novelty Detection
Code
Code Available
1
One-Class Convolutional Neural Network
Jan 24, 2019
Anomaly Detection
General Classification
Code
Code Available
1
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm
Apr 16, 2020
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
Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds
Mar 10, 2025
Edge-computing
Gait Recognition
Code
Code Available
1
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
Beyond Citations: Measuring Novel Scientific Ideas and their Impact in Publication Text
Sep 28, 2023
Novelty 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
Generalized Out-of-Distribution Detection: A Survey
Oct 21, 2021
Anomaly Detection
Autonomous Driving
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
Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection
May 28, 2022
Anomaly Detection
Novelty 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
ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection
Mar 12, 2020
Adversarial Robustness
Novelty Detection
Code
Code Available
1
MorphoCluster: Efficient Annotation of Plankton images by Clustering
May 4, 2020
16k
Clustering
Code
Code Available
1
Navigating Open Set Scenarios for Skeleton-based Action Recognition
Dec 11, 2023
Action Recognition
Activity Recognition
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
OpenMatch: Open-set Consistency Regularization for Semi-supervised Learning with Outliers
May 28, 2021
Novelty Detection
Outlier Detection
Code
Code Available
1
OpenAUC: Towards AUC-Oriented Open-Set Recognition
Oct 22, 2022
Novelty Detection
Open Set Learning
Code
Code Available
1
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