3 papers
cs.AI2026
MP-MoE: Matrix Profile-Guided Mixture of Experts for Precipitation Forecasting
Huyen Ngoc Tran, Dung Trung Tran, Hong Nguyen +2
Precipitation forecasting remains a persistent challenge in tropical regions like Vietnam, where complex topography and convective instability often limit the accuracy of Numerical…
cs.CV2026
CAKE: Real-time Action Detection via Motion Distillation and Background-aware Contrastive Learning
Hieu Hoang, Dung Trung Tran, Hong Nguyen +1
Online Action Detection (OAD) systems face two primary challenges: high computational cost and insufficient modeling of discriminative temporal dynamics against background motion.…
eess.IV2025
Semise: Semi-supervised learning for severity representation in medical image
Dung T. Tran, Hung Vu, Anh Tran +3
This paper introduces SEMISE, a novel method for representation learning in medical imaging that combines self-supervised and supervised learning. By leveraging both labeled and au…