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2020 – today
- 2024
[i9]Jibinraj Antony, Vinit Hegiste, Ali Nazeri, Hooman Tavakoli, Snehal Walunj, Christiane Plociennik, Martin Ruskowski:
Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios. CoRR abs/2401.12729 (2024)- [i8]Ahmed Anwar, Brian B. Moser, Dayananda Herurkar, Federico Raue, Vinit Hegiste, Tatjana Legler, Andreas Dengel:
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data. CoRR abs/2408.04442 (2024) - [i7]Vinit Hegiste, Snehal Walunj, Jibinraj Antony, Tatjana Legler, Martin Ruskowski:
Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques. CoRR abs/2408.08974 (2024) - [i6]Tatjana Legler, Vinit Hegiste, Martin Ruskowski:
Seamless Integration: Sampling Strategies in Federated Learning Systems. CoRR abs/2408.09545 (2024) - [i5]Tatjana Legler, Vinit Hegiste, Ahmed Anwar, Martin Ruskowski:
Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment. CoRR abs/2408.09556 (2024) - [i4]Vinit Hegiste, Tatjana Legler, Martin Ruskowski:
Towards Robust Federated Image Classification: An Empirical Study of Weight Selection Strategies in Manufacturing. CoRR abs/2408.10024 (2024) - 2023
- [c2]Vinit Hegiste, Tatjana Legler
, Martin Ruskowski:
Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm. FMEC 2023: 7-14 - [c1]Vinit Hegiste, Tatjana Legler, Kirill Fridman, Martin Ruskowski:
Federated Object Detection for Quality Inspection in Shared Production. FMEC 2023: 151-158 - [i3]Vinit Hegiste, Tatjana Legler, Martin Ruskowski:
Federated Object Detection for Quality Inspection in Shared Production. CoRR abs/2306.17645 (2023) - [i2]Vinit Hegiste, Tatjana Legler, Martin Ruskowski:
Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm. CoRR abs/2306.17829 (2023) - 2022
- [i1]Vinit Hegiste, Tatjana Legler, Martin Ruskowski:
Application of federated learning in manufacturing. CoRR abs/2208.04664 (2022)
Coauthor Index
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