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researcher

Vinit Hegiste

11 papers hereh-index 694 citations18 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author5

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • cs.LG5
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedApplication of federated learning in manufacturing

23 citations · 26 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CV2023★ 2 cited

Federated Ensemble YOLOv5 -- A Better Generalized Object Detection Algorithm

Vinit Hegiste, Tatjana Legler, Martin Ruskowski

Federated learning (FL) has gained significant traction as a privacy-preserving algorithm, but the underlying resemblances of federated learning algorithms like Federated averaging…

cs.LG2023

Federated Object Detection for Quality Inspection in Shared Production

Vinit Hegiste, Tatjana Legler, Martin Ruskowski

Federated learning (FL) has emerged as a promising approach for training machine learning models on decentralized data without compromising data privacy. In this paper, we propose…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.