no code implementations • 15 Apr 2024 • Tuan Anh Nguyen, Taeho Kwag, Vinh Pham, Viet Nghia Nguyen, Jeongseok Hyun, Minseok Jang, Jae-Woo Lee
This study advanced tele-operations in Advanced Air Mobility (AAM) through the creation of a Vehicle Digital Twin (VDT) system for eVTOL aircraft, tailored to enhance remote control safety and efficiency, especially for Beyond Visual Line of Sight (BVLOS) operations.
1 code implementation • 21 Jun 2023 • Duc Minh Nguyen, Minh Chau Vu, Tuan Anh Nguyen, Tri Huynh, Nguyen Tri Nguyen, Truong Son Hy
Turbulent flow simulation plays a crucial role in various applications, including aircraft and ship design, industrial process optimization, and weather prediction.
1 code implementation • MDPI Energies 2022 • Sangwoo Jeon, Hoeun Lee, Vishnu Kumar Kaliappan, Tuan Anh Nguyen, Hyungeun Jo, Hyeonseo Cho, Dugki Min
The feature that measures the total distance traveled by the UAVs is incorporated with the UAV LDS environment to validate the energy efficiency.
Ranked #1 on Multi-agent Reinforcement Learning on UAV Logistics
Multi-agent Reinforcement Learning reinforcement-learning +3
no code implementations • 1 Jan 2021 • Sunyeop Lee, Tuan Anh Nguyen, Dugki Min
Least Squares GAN (LSGANs) and Wasserstein GANs (WGAN) are of representative variants of GANs in literature that diminish the inherent problems of GANs by proposing the modification methodology of loss functions.
1 code implementation • ICLR 2021 • Tuan Anh Nguyen, Anh Tuan Tran
With the thriving of deep learning and the widespread practice of using pre-trained networks, backdoor attacks have become an increasing security threat drawing many research interests in recent years.
no code implementations • 30 May 2019 • Anh Duc Le, Dung Van Pham, Tuan Anh Nguyen
Inspired by the recent successes of deep learning on Computer Vision and Natural Language Processing, we present a deep learning approach for recognizing scanned receipts.