2 papers
cs.CV2025
SemanticBridge - A Dataset for 3D Semantic Segmentation of Bridges and Domain Gap Analysis
Maximilian Kellner, Mariana Ferrandon Cervantes, Yuandong Pan +3
We propose a novel dataset that has been specifically designed for 3D semantic segmentation of bridges and the domain gap analysis caused by varying sensors. This addresses a criti…
stat.ML2019
Subsampling Bias and The Best-Discrepancy Systematic Cross Validation
Liang Guo, Jianya Liu, Ruodan Lu
Statistical machine learning models should be evaluated and validated before putting to work. Conventional k-fold Monte Carlo Cross-Validation (MCCV) procedure uses a pseudo-random…