Task-oriented Self-supervised Learning for Anomaly Detection in
Electroencephalography

Task-oriented Self-supervised Learning for Anomaly Detection in Electroencephalography

4 July 2022

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Papers citing "Task-oriented Self-supervised Learning for Anomaly Detection in Electroencephalography"

10 / 10 papers shown

Title
Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures Fernando Pérez-García C. Scott Rachel Sparks B. Diehl Sébastien Ourselin SLR 33 17 0 22 Jun 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization Chun-Liang Li Kihyuk Sohn Jinsung Yoon Tomas Pfister SSL UQCV 90 782 0 08 Apr 2021
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images Yu Tian Guansong Pang Fengbei Liu Yuanhong Chen Seon Ho Shin Johan Verjans Rajvinder Singh G. Carneiro 72 70 0 05 Mar 2021
Anomaly Detection in Medical Imaging with Deep Perceptual Autoencoders Nina Shvetsova Bart Bakker Irina Fedulova H. Schulz Dmitry V. Dylov 55 83 0 23 Jun 2020
Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection Oliver Rippel Patrick Mertens Dorit Merhof 133 240 0 28 May 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 378 18,866 0 13 Feb 2020
Machine-Learning-Based Diagnostics of EEG Pathology Lukas A. W. Gemein R. Schirrmeister P. Chrabaszcz Daniel Wilson Joschka Boedecker A. Schulze-Bonhage Frank Hutter T. Ball 64 159 0 11 Feb 2020
GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection Jue Wang A. Cherian CML 59 117 0 16 Aug 2019
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data Chuxu Zhang Dongjin Song Yuncong Chen Xinyang Feng C. Lumezanu Wei Cheng Jingchao Ni Bo Zong Haifeng Chen Nitesh Chawla AI4TS 173 702 0 20 Nov 2018
Anomaly Detection using One-Class Neural Networks Raghavendra Chalapathy A. Menon Sanjay Chawla UQCV 53 397 0 18 Feb 2018