Nguyen Gia Bach

According to our database, Nguyen Gia Bach authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Enhancing network attack detection across infrastructures: An automatic labeling method and deep learning model with an attention mechanism.

Dinh-Minh Vu, Thi Ha La, Nguyen Gia Bach, Eui-Nam Huh, Hoang-Hai Tran

IET Commun., October, 2024

SVD-Based Mind-Wandering Prediction from Facial Videos in Online Learning.

Lan Anh Thi Nguy, Nguyen Gia Bach, Nguyen Thi Thanh Tu, Eiji Kamioka, Phan Xuan Tan

J. Imaging, May, 2024

Underwater Image Enhancement with Physical-based Denoising Diffusion Implicit Models.

Nguyen Gia Bach, Chanh Minh Tran, Eiji Kamioka, Phan Xuan Tan

CoRR, 2024

Attenuation-Aware Weighted Optical Flow with Medium Transmission Map for Learning-Based Visual Odometry in Underwater Terrain.

Nguyen Gia Bach, Chanh Minh Tran, Eiji Kamioka, Phan Xuan Tan

Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

2023

Super-rays grouping scheme and novel coding architecture for computational time reduction of graph-based Light Field coding.

Nguyen Gia Bach, Chanh Minh Tran, Tho Nguyen Duc, Tan Phan-Xuan, Eiji Kamioka

CoRR, 2023

Spatiotemporal Pyramidal CNN with Depth-Wise Separable Convolution for Eye Blinking Detection in the Wild.

Lan Anh Thi Nguy, Nguyen Gia Bach, Thanh Tu Thi Nguyen, Eiji Kamioka, Tan Phan-Xuan

CoRR, 2023

Message Passing Neural Network based Light Field Image Compression.

Nguyen Gia Bach, Chanh Minh Tran, Tho Nguyen Duc, Phan Xuan Tan, Eiji Kamioka

Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023

Reducing QoE Loss and Data Wastage of Short-form Video Streaming with HTTP/3 Prioritization.

Chanh Minh Tran, Tho Nguyen Duc, Nguyen Gia Bach, Phan Xuan Tan, Eiji Kamioka

Proceedings of the 12th International Conference on Informatics, 2023

Disentangled Representation Learning for Generative Adversarial Multi-task Imitation Learning.

Tho Nguyen Duc, Chanh Minh Tran, Nguyen Gia Bach, Phan Xuan Tan, Eiji Kamioka

Proceedings of the 2023 4th International Conference on Control, 2023

2022

Repetition-Based Approach for Task Adaptation in Imitation Learning.

Tho Nguyen Duc, Chanh Minh Tran, Nguyen Gia Bach, Phan Xuan Tan, Eiji Kamioka

Sensors, 2022

Novel Projection Schemes for Graph-Based Light Field Coding.

Nguyen Gia Bach, Chanh Minh Tran, Tho Nguyen Duc, Phan Xuan Tan, Eiji Kamioka

Sensors, 2022

2021

Improvement of K-nearest Neighbors (KNN) Algorithm for Network Intrusion Detection Using Shannon-Entropy.

Nguyen Gia Bach, Le Huy Hoang, Tran Hoang Hai

J. Commun., 2021