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Novelty Detection

Scientific Novelty Detection

Papers

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Showing 1–10 of 249 papers

TitleStatusHype
SimpleNet: A Simple Network for Image Anomaly Detection and LocalizationCode2
Anomaly Detection via Reverse Distillation from One-Class EmbeddingCode2
2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly DetectionCode2
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 ADCode2
CreativeGAN: Editing Generative Adversarial Networks for Creative Design SynthesisCode1
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted InstancesCode1
Fake It Till You Make It: Towards Accurate Near-Distribution Novelty DetectionCode1
A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future ChallengesCode1
ARAE: Adversarially Robust Training of Autoencoders Improves Novelty DetectionCode1
ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly SegmentationCode1
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