Education

Ho Chi Minh University of Technology
B.Eng. in Computer Science, advised by Duc Dung Nguyen.
Fall 2017 - Spring 2021
Ho Chi Minh, Vietnam

Employment

VinAI Research
Research Resident of the Computer Vision team. Worked on CREPS and Anti-DreamBooth.
July 2022 - Current
Ho Chi Minh, Vietnam
Goback World
Machine Learning Engineer. Developed a Traffic Violation System in Kontum, Vietnam.
Jun 2021 - July 2022
Ho Chi Minh, Vietnam
Anttizen
Research Intern of the DeepHub team. Worked on improving CP-VTON+.
Jun 2020 - Sep 2020
Ho Chi Minh, Vietnam

Publications

SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation
T. Nguyen, A. Tran
An image-free distillation method that transform multi-step text-to-image diffusion models into one-step generators.
CVPR, 2024
Anti-DreamBooth: Protecting Users from Personalized Text-to-Image Synthesis A security booth safeguards your privacy against malicious threats of DreamBooth by preventing it from synthesizing photo-realistic images of you.
ICCV, 2023
Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis
T. Nguyen*, T. Le*, A. Tran
An efficient and geometry-invariant generator for synthesizing high-resolution images without using spatial convolutions or a coarse-to-fine design.
CVPR, 2023