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…
NEU-ESC: A Comprehensive Vietnamese dataset for Educational Sentiment analysis and topic Classification toward multitask learning
Phan Quoc Hung Mai, Quang Hung Nguyen, Phuong Giang Duong +2
In the field of education, understanding students' opinions through their comments is crucial, especially in the Vietnamese language, where resources remain limited. Existing educa…
Hierarchical Neural Collapse Detection Transformer for Class Incremental Object Detection
Duc Thanh Pham, Hong Dang Nguyen, Nhat Minh Nguyen Quoc +3
Recently, object detection models have witnessed notable performance improvements, particularly with transformer-based models. However, new objects frequently appear in the real wo…