Sangmin Hong — accepted AI-conference papers

2024

CNC-Net: Self-Supervised Learning for CNC Machining Operations

Mohsen Yavartanoo, Sangmin Hong, Reyhaneh Neshatavar, Kyoung Mu Lee

CVPR 2024poster

CNC manufacturing is a process that employs computer numerical control (CNC) machines to govern the movements of various industrial tools and machinery encompassing equipment ranging from grinders and lathes to mills and CNC routers. However the reliance on manual CNC programming has become a bottle…

Cited by 3 Source ↗PDF ↗code ↗Scholar ↗

2023

ACL-SPC: Adaptive Closed-Loop System for Self-Supervised Point Cloud Completion

Sangmin Hong, Mohsen Yavartanoo, Reyhaneh Neshatavar, Kyoung Mu Lee

CVPR 2023poster

Point cloud completion addresses filling in the missing parts of a partial point cloud obtained from depth sensors and generating a complete point cloud. Although there has been steep progress in the supervised methods on the synthetic point cloud completion task, it is hardly applicable in real-wor…

Cited by 22 Source ↗PDF ↗code ↗Scholar ↗