Visiting researcher

Amit Regmi

Projects

5 papers with CERLAB.

Ortho2CAD: 3D CAD generation from orthographic drawings using vision language models
Aditya Joglekar, Amit Regmi, Kenji Shimada, Levent Burak Kara

arXiv preprint · 2026
A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings
Wentai Zhang, Joe Joseph, Quan Chen, Can Koz, Liuyue Xie, Amit Regmi, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara

Journal of Computing and Information Science in Engineering · 2024
Multi-Class Entity Classification on Rasterized Engineering Drawings Using Graph Learning
Joe Joseph, Amit Regmi, Levent Burak Kara, Kenji Shimada

ASME International Mechanical Engineering Congress and Exposition (IMECE) · 2024
Data Augmentation of Engineering Drawings for Data-Driven Component Segmentation
Wentai Zhang, Quan Chen, Can Koz, Liuyue Xie, Amit Regmi, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara

ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 2022
Graph neural network-enabled manufacturing method classification from engineering drawings
Liuyue Xie, Yao Lu, Tomotake Furuhata, Soji Yamakawa, Wentai Zhang, Amit Regmi, Levent Kara, Kenji Shimada

Computers in Industry · 2022