296 citations
- Hanoi University of Science and TechnologyVN6 papers
- Hong Kong University of Science and TechnologyHK3 papers
- Monash UniversityAU3 papers
- National University of SingaporeSG3 papers
- University of AizuJP3 papers
- University of Illinois Urbana-ChampaignUS3 papers
- University of LuxembourgLU3 papers
- Vietnam National University Ho Chi Minh CityVN3 papers
- Agency for Science, Technology and ResearchSG2 papers
- Can Tho UniversityVN2 papers
- Deakin UniversityAU2 papers
- Fulbright University VietnamVN2 papers
11 papers · 1 filter
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Collaborative Training
Quan Nguyen, Hieu H. Pham, Kok-Seng Wong +3
We introduce FedDCT, a novel distributed learning paradigm that enables the usage of large, high-performance CNNs on resource-limited edge devices. As opposed to traditional FL app…
Enhancing Few-shot Image Classification with Cosine Transformer
Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le +1
This paper addresses the few-shot image classification problem, where the classification task is performed on unlabeled query samples given a small amount of labeled support sample…
From Disfluency Detection to Intent Detection and Slot Filling
Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen
We present the first empirical study investigating the influence of disfluency detection on downstream tasks of intent detection and slot filling. We perform this study for Vietnam…
Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese
Thao T. B. Nguyen, Tam M. Vo, Thang V. Nguyen +2
We propose a data collecting and annotation pipeline that extracts information from Vietnamese radiology reports to provide accurate labels for chest X-ray (CXR) images. This can b…
A Deep Reinforcement Learning-based Adaptive Charging Policy for WRSNs
Ngoc Bui, Phi Le Nguyen, Viet Anh Nguyen +1
Wireless sensor networks consist of randomly distributed sensor nodes for monitoring targets or areas of interest. Maintaining the network for continuous surveillance is a challeng…
Video-based Human Action Recognition using Deep Learning: A Review
Hieu H. Pham, Louahdi Khoudour, Alain Crouzil +2
Human action recognition is an important application domain in computer vision. Its primary aim is to accurately describe human actions and their interactions from a previously uns…