Vinit Hegiste

13 papers C 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Federated Action Recognition for Smart Worker Assistance Using FastPose.
CoRR
Vinit Hegiste, Vidit Goyal, Tatjana Legler, Martin Ruskowski
2024 C conf
Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment.
ISM
Tatjana Legler, Vinit Hegiste, Ahmed Anwar, Martin Ruskowski
2024 J jnl
Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment.
CoRR
Tatjana Legler, Vinit Hegiste, Ahmed Anwar, Martin Ruskowski
2024 J jnl
Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios.
CoRR
Jibinraj Antony, Vinit Hegiste, Ali Nazeri, Hooman Tavakoli, Snehal Walunj, Christiane Plociennik, Martin Ruskowski
2024 J jnl
Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques.
CoRR
Vinit Hegiste, Snehal Walunj, Jibinraj Antony, Tatjana Legler, Martin Ruskowski
2024 J jnl
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data.
CoRR
Ahmed Anwar, Brian B. Moser, Dayananda Herurkar, Federico Raue, Vinit Hegiste, Tatjana Legler, Andreas Dengel
2024 J jnl
Seamless Integration: Sampling Strategies in Federated Learning Systems.
CoRR
Tatjana Legler, Vinit Hegiste, Martin Ruskowski
2024 J jnl
Towards Robust Federated Image Classification: An Empirical Study of Weight Selection Strategies in Manufacturing.
CoRR
Vinit Hegiste, Tatjana Legler, Martin Ruskowski
2023 — conf
Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm.
FMEC
Vinit Hegiste, Tatjana Legler, Martin Ruskowski
2023 J jnl
Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm.
CoRR
Vinit Hegiste, Tatjana Legler, Martin Ruskowski
2023 — conf
Federated Object Detection for Quality Inspection in Shared Production.
FMEC
Vinit Hegiste, Tatjana Legler, Kirill Fridman, Martin Ruskowski
2023 J jnl
Federated Object Detection for Quality Inspection in Shared Production.
CoRR
Vinit Hegiste, Tatjana Legler, Martin Ruskowski
2022 J jnl
Application of federated learning in manufacturing.
CoRR
Vinit Hegiste, Tatjana Legler, Martin Ruskowski