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Kinam Kim

University of Houston

4800 Calhoun Road

Houston, TX 77204

United States

SCHOLARLY PAPERS

2

DOWNLOADS

132

TOTAL CITATIONS

1

Scholarly Papers (2)

1.

Construct-Rag: Contrastive Sentence Training & Retrieval Using Chunk Block-Based Text for Rag

Number of pages: 56 Posted: 05 Apr 2025
Yonsei University, Yonsei University, Yonsei University, Concordia University, University of Houston and Yonsei University
Downloads 71 (867,774)

Abstract:

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Retrieval-Augmented Generation, Construction document analysis, Embedding model fine-tuning, Contrastive Sentence Generation, Sentence Block Embedding, LLM-based dataset generation

2.

Domain Adaptation Through Weak and Self-Supervision for Small Object Segmentation in Construction Site Monitoring

Number of pages: 42 Posted: 01 Apr 2025
Yonsei University, Yonsei University, Hong Kong Polytechnic University, University of Houston and Yonsei University
Downloads 61 (1,010,164)
Citation 1

Abstract:

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Weak Supervision, Self-Supervised Learning, Domain Adaptation, Small Object Segmentation, Construction Safety Monitoring, Pseudo Label Generation, Deep Learning in Construction