Few-Shot One-Class Classification via Meta-Learning

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Few-Shot One-Class Classification via Meta-Learning

8 July 2020

Hans-Georg Koepken

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Papers citing "Few-Shot One-Class Classification via Meta-Learning"

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Title
One-Class Domain Adaptation via Meta-Learning Stephanie Holly T. Bierweiler Stefan von Dosky Ahmed Frikha C. Heitzinger Jana Eder 177 0 0 22 Jan 2025
Which Model Generated This Image? A Model-Agnostic Approach for Origin Attribution Fengyuan Liu Haochen Luo Yiming Li Philip Torr Jindong Gu VLM 63 7 0 03 Apr 2024
Convolutional autoencoder-based multimodal one-class classification Firas Laakom Fahad Sohrab Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj DRL 42 2 0 25 Sep 2023
Hint-Aug: Drawing Hints from Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning Zhongzhi Yu Shang Wu Y. Fu Shunyao Zhang Yingyan Lin 78 6 0 25 Apr 2023
Adversarial Feature Augmentation for Cross-domain Few-shot Classification Yan Hu A. J. Ma 101 52 0 23 Aug 2022
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Data Classification Liang Xu Yi Cheng Fan Zhang Bingxuan Wu Pengfei Shao Peng Liu Shuwei Shen Peng Yao Ronald X.Xu 90 1 0 24 May 2022
A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges Mohammadreza Salehi Hossein Mirzaei Dan Hendrycks Yixuan Li M. Rohban Mohammad Sabokrou OOD 160 199 0 26 Oct 2021
Towards Data-Free Domain Generalization A. Frikha Haokun Chen Denis Krompass Thomas Runkler Volker Tresp OOD 151 14 0 09 Oct 2021
A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection Shelly Sheynin Sagie Benaim Lior Wolf 73 81 0 29 Apr 2021
Meta-learning One-class Classifiers with Eigenvalue Solvers for Supervised Anomaly Detection Tomoharu Iwata Atsutoshi Kumagai 46 2 0 01 Mar 2021