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.LG2025
Adaptive Rainfall Forecasting from Multiple Geographical Models Using Matrix Profile and Ensemble Learning
Dung T. Tran, Huyen Ngoc Huyen, Hong Nguyen +2
Rainfall forecasting in Vietnam is highly challenging due to its diverse climatic conditions and strong geographical variability across river basins, yet accurate and reliable fore…
cs.CV2025
VRAE: Vertical Residual Autoencoder for License Plate Denoising and Deblurring
Cuong Nguyen, Dung T. Tran, Hong Nguyen +2
In real-world traffic surveillance, vehicle images captured under adverse weather, poor lighting, or high-speed motion often suffer from severe noise and blur. Such degradations si…