Domain Adaptive Transfer Learning for Fault Diagnosis

Domain Adaptive Transfer Learning for Fault Diagnosis

Prognostics and System Health Management Conference (PHM), 2019

15 May 2019

Olga Fink

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Papers citing "Domain Adaptive Transfer Learning for Fault Diagnosis"

15 / 15 papers shown

Title
Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions Han Sun Kevin Ammann Stylianos Giannoulakis Olga Fink TTA 152 1 0 06 Jun 2024
Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault DiagnosisItalian National Conference on Sensors (INS), 2023 Florent Forest Olga Fink 160 3 0 05 Dec 2023
Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenariosEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023 Baorui Dai Gaëtan Frusque Tianfu Li Qi Li Olga Fink AI4CE 104 0 0 04 Jul 2023
Addressing distributional shifts in operations management: The case of order fulfillment in customized productionProduction and operations management (POM), 2023 J. Senoner Bernhard Kratzwald Milan Kuzmanovic Torbjørn H. Netland Stefan Feuerriegel OOD 136 4 0 24 Apr 2023
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram MatricesComputer Vision and Pattern Recognition (CVPR), 2023 Ismail Nejjar Qin Wang Olga Fink 166 51 0 23 Mar 2023
Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime PredictionReliability Engineering & System Safety (Reliab. Eng. Syst. Saf.), 2023 Ismail Nejjar Fabian Geissmann Mengjie Zhao C. Taal Olga Fink AI4CE 163 47 0 03 Feb 2023
Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask Learning L. Bull D. D. Francesco M. Dhada O. Steinert Tony Lindgren A. Parlikad A. B. Duncan M. Girolami 183 33 0 26 Apr 2022
Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry Karl Lowenmark C. Taal S. Schnabel Marcus Liwicki Fredrik Sandin 180 9 0 11 Dec 2021
Unsupervised Transfer Learning for Anomaly Detection: Application to Complementary Operating Condition Transfer Gabriel Michau Olga Fink 98 1 0 18 Aug 2020
On the application of transfer learning in prognostics and health management R. Moradi K. Groth 81 11 0 03 Jul 2020
Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis Qin Wang Gabriel Michau Olga Fink 110 58 0 07 Jan 2020
Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative StudyIEEE Transactions on Instrumentation and Measurement (IEEE TIM), 2019 Zhibin Zhao Qiyang Zhang Xiaolei Yu Chuang Sun Shibin Wang Ruqiang Yan Xuefeng Chen AI4CE 195 440 0 28 Dec 2019
Transfer learning for Remaining Useful Life Prediction Based on Consensus Self-Organizing ModelsReliability Engineering & System Safety (RESS), 2019 Yuantao Fan Sławomir Nowaczyk Thorsteinn Rögnvaldsson AI4CE 252 82 0 16 Sep 2019
Domain Adaptation for One-Class Classification: Monitoring the Health of Critical Systems Under Limited InformationInternational Journal of Prognostics and Health Management (IJPHM), 2019 Gabriel Michau Olga Fink 150 33 0 22 Jul 2019
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 660 5,004 0 17 Feb 2017