4 papers
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…
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…
MOOSE: Pay Attention to Temporal Dynamics for Video Understanding via Optical Flows
Hong Nguyen, Dung Tran, Hieu Hoang +2
Many motion-centric video analysis tasks, such as atomic actions, detecting atypical motor behavior in individuals with autism, or analyzing articulatory motion in real-time MRI of…
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…