Application of federated learning in manufacturing

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Application of federated learning in manufacturing

9 August 2022

Martin Ruskowski

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Papers citing "Application of federated learning in manufacturing"

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Title
Towards Robust Federated Image Classification: An Empirical Study of Weight Selection Strategies in Manufacturing Vinit Hegiste T. Legler Martin Ruskowski 80 2 0 19 Aug 2024
Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment T. Legler Vinit Hegiste Ahmed Anwar Martin Ruskowski 57 0 0 18 Aug 2024
Seamless Integration: Sampling Strategies in Federated Learning Systems T. Legler Vinit Hegiste Martin Ruskowski FedML 70 1 0 18 Aug 2024
Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques Vinit Hegiste Snehal Walunj Jibinraj Antony T. Legler Martin Ruskowski FedML 83 3 0 16 Aug 2024
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data Ahmed Anwar Brian B. Moser Dayananda Herurkar Federico Raue Vinit Hegiste T. Legler Andreas Dengel FedML 69 1 0 08 Aug 2024
Combining Federated Learning and Control: A Survey Jakob Weber Markus Gurtner A. Lobe Adrian Trachte Andreas Kugi FedML AI4CE 101 2 0 12 Jul 2024
Federated K-Means Clustering via Dual Decomposition-based Distributed Optimization V. Yfantis A. Wagner Martin Ruskowski FedML 64 1 0 25 Jul 2023
Federated Ensemble YOLOv5 -- A Better Generalized Object Detection Algorithm Vinit Hegiste T. Legler Martin Ruskowski FedML 50 8 0 30 Jun 2023
Federated Object Detection for Quality Inspection in Shared Production Vinit Hegiste T. Legler Martin Ruskowski FedML 54 4 0 30 Jun 2023
Applications of Federated Learning in Manufacturing: Identifying the Challenges and Exploring the Future Directions with Industry 4.0 and 5.0 Visions Farzana Islam Ahmed Shoyeb Raihan Imtiaz Ahmed FedML AI4CE 48 4 0 27 Feb 2023