Van-Quang Nguyen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Attention Mechanism

Multi Label Classification

Specific Features

Top Venues

J. Inf. Telecommun.

IEEE Trans. Instrum. Meas.

Publications

Anh-Cuong Pham, Van-Quang Nguyen, Thi-Hong Vuong, Quang-Thuy Ha
KTVIC: A Vietnamese Image Captioning Dataset on the Life Domain. CoRR (2024)
Manh-Hung Vu, Van-Quang Nguyen, Thi-Thao Tran, Van-Truong Pham, Men-Tzung Lo
Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features. IEEE Trans. Instrum. Meas. 73 (2024)
Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Masahiro Takahashi, Ryoma Niihara, Takayuki Okatani
Visual Abductive Reasoning Meets Driving Hazard Prediction: Problem Formulation and Dataset. CoRR (2023)
Van-Quang Nguyen, Quang-Huy Nguyen, Thi-Thao Tran
ConvmixFormer-Unet: A New Approach for Medical Image Segmentation based on Convmixer and Transformer. ICCAIS (2023)
Thong Bach, Thuong Nguyen Canh, Van-Quang Nguyen
Leveraging Video Coding Knowledge for Deep Video Enhancement. CoRR (2023)
Van-Quang Nguyen, Manh-Hung Vu, Van-Truong Pham, Thi-Thao Tran
A Deep Learning Approach based on MLP-mixer Models for Bearing Fault Diagnosis. ICSSE (2023)
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
GRIT: Faster and Better Image captioning Transformer Using Dual Visual Features. CoRR (2022)
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
GRIT: Faster and Better Image Captioning Transformer Using Dual Visual Features. ECCV (36) (2022)
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks. IJCAI (2021)
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks. CoRR (2021)
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
Efficient Attention Mechanism for Visual Dialog that Can Handle All the Interactions Between Multiple Inputs. ECCV (24) (2020)
Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
Efficient Attention Mechanism for Handling All the Interactions between Many Inputs with Application to Visual Dialog. CoRR (2019)
Quang-Thuy Ha, Thi-Ngan Pham, Van-Quang Nguyen, Minh-Chau Nguyen, Thanh-Huyen Pham, Tri-Thanh Nguyen
A New Text Semi-supervised Multi-label Learning Model Based on Using the Label-Feature Relations. ICCCI (1) (2018)
Quang-Thuy Ha, Thi-Ngan Pham, Van-Quang Nguyen, Thi-Cham Nguyen, Thi-Hong Vuong, Minh-Tuoi Tran, Tri-Thanh Nguyen
A New Lifelong Topic Modeling Method and Its Application to Vietnamese Text Multi-label Classification. ACIIDS (1) (2018)
Van-Quang Nguyen, Changjun Seo, Heungseob Kim, Kwangsuk Boo
A study on detection method of vehicle based on lane detection for a driver assistance system using a camera on highway. ASCC (2017)
Thi-Ngan Pham, Van-Quang Nguyen, Van-Hien Tran, Tri-Thanh Nguyen, Quang-Thuy Ha
A semi-supervised multi-label classification framework with feature reduction and enrichment. J. Inf. Telecommun. 1 (4) (2017)
Thi-Ngan Pham, Van-Quang Nguyen, Duc-Trong Dinh, Tri-Thanh Nguyen, Quang-Thuy Ha
MASS: A Semi-supervised Multi-label Classification Algorithm with Specific Features. ACIIDS (Extended Posters) (2017)
Thi-Ngan Pham, Van-Quang Nguyen, Van-Hien Tran, Tri-Thanh Nguyen, Quang-Thuy Ha
A semi-supervised multi-label classification framework with feature reduction and enrichment. J. Inf. Telecommun. 1 (2) (2017)