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Vinit Hegiste

Towards Robust Federated Image Classification: An Empirical Study of Weight Selection Strategies in Manufacturing

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Aug 21, 2024
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Seamless Integration: Sampling Strategies in Federated Learning Systems

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Aug 20, 2024
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Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques

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Aug 16, 2024
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FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data

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Aug 08, 2024
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Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios

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Jan 29, 2024
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Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm

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Jun 30, 2023
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Federated Object Detection for Quality Inspection in Shared Production

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Jun 30, 2023
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Application of federated learning in manufacturing

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Aug 09, 2022
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