2 papers
cs.LG2025
MELCOT: A Hybrid Learning Architecture with Marginal Preservation for Matrix-Valued Regression
Khang Tran, Hieu Cao, Thinh Pham +3
Regression is essential across many domains but remains challenging in high-dimensional settings, where existing methods often lose spatial structure or demand heavy storage. In th…
eess.IV2024
CovHuSeg: An Enhanced Approach for Kidney Pathology Segmentation
Huy Trinh, Khang Tran, Nam Nguyen +2
Segmentation has long been essential in computer vision due to its numerous real-world applications. However, most traditional deep learning and machine learning models need help t…