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Papers matching “unlabeled data” 11

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Unlocking the potential of unlabeled data: Self-supervised machine learning for battery aging diagnosis with real-world field data
2024 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access

Qiao Wang, Min Ye, Sehriban Celik, Zhongwei Deng, Bin Li, Dirk Uwe Sauer, +1 more

32

citations
Enhancing state of charge estimation of lithium-ion batteries via unlabeled data and self-supervised deep learning
2026 SSRN Electronic Journal preprint Engineering Advanced Battery Technologies Research Open access

Qiao Wang, Min Ye, Yiming Ye, Dayu Zhang, Meng Wei, Yan Li (23143), +2 more

0

citations
Enhanced robust capacity estimation of lithium-ion batteries with unlabeled dataset and semi-supervised machine learning
2023 Expert Systems with Applications article Engineering Advanced Battery Technologies Research

Min Ye, Qiao Wang, Lisen Yan, Meng Wei, Gaoqi Lian, Ke Zhao, +1 more

20

citations
Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic Hardware
2022 conference-paper Engineering Advanced Memory and Neural Computing Open access cited by 1 patent

Kenneth Michael Stewart, Andreea Danielescu, Timothy M. Shea, Emre Neftci

9

citations
Utilization of deep autoencoders for improving semantic segmentation of 3D point clouds
2025 RWTH Publications (RWTH Aachen) conference-paper Engineering 3D Shape Modeling and Analysis Open access

Marcel Aubart, Hristo Vassilev Hristo Vassilev

0

citations
Comparative Analysis of Self-Supervised Learning Techniques for Electron Microscopy Images
2024 BIO Web of Conferences conference-paper Engineering Image Processing Techniques and Applications Open access

Bashir Kazimi, Stefan Sandfeld

0

citations
Autoencoder based Wear Assessment in Sheet Metal Forming
2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Advanced machining processes and optimization Open access

Philipp Niemietz, Martin Unterberg, Daniel Trauth, Thomas Bergs

17

citations
Severe Fault Diagnosis in Digitized District Heating Network Substations: A Machine Learning Regression Approach
2024 conference-paper Engineering Smart Grid and Power Systems

Martin Rätz, Rita Streblow, Dirk Müller

2

citations
QuadFormer: Real-Time Unsupervised Power Line Segmentation with Transformer-Based Domain Adaptation
2024 conference-paper Engineering Vehicle License Plate Recognition

Pratyaksh Prabhav Rao, Feng Qiao, Weide Zhang, Xuan Yiliang, Yong Sheng Deng, Guangbin Wu, +2 more

1

citations
Datasets from "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"
2024 JuSER (Forschungszentrum Jülich) article Engineering Industrial Vision Systems and Defect Detection Open access

Jan-Lucas Uslu, Alexander Hermans, Bernd Beschoten, Bastian Leibe, Lutz Waldecker, Christoph Stampfer

0

citations
Towards Predictive Maintenance: an Edge-based Vibration Monitoring System in Industry 4.0
2023 conference-paper Engineering Industrial Vision Systems and Defect Detection

Victor L. L. Costa, Björn Eberhardt, Jiahang Chen, Jürgen Roßmann

2

citations

11 results