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researcher

Francis Baek

2 papers hereh-index 5338 citations18 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.RO1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

most citedData Augmentation Using Adversarial Training for Construction-Equipment Classification

8 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.RO2026

Task-Aware Positioning for Improvisational Tasks in Mobile Construction Robots via an AI Agent with Multi-LMM Modules

Seongju Jang, Francis Baek, SangHyun Lee

Due to the ever-changing nature of construction, many tasks on sites occur in an improvisational manner. Existing mobile construction robot studies remain limited in addressing imp…

eess.IV2019★ 8 cited

Data Augmentation Using Adversarial Training for Construction-Equipment Classification

Francis Baek, Somin Park, Hyoungkwan Kim

Deep learning-based construction-site image analysis has recently made great progress with regard to accuracy and speed, but it requires a large amount of data. Acquiring sufficien…

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