Hello, I'm Thuan Hoang Nguyen

I am a research resident at VinAI Research, where I work on deep generative models.

Previously, I recieved a B.Eng. degree in Computer Science at the Ho Chi Minh University of Technology, Vietnam. I was advised by Duc Dung Nguyen.

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News

  • Feb 2024: SwiftBrush has been accepted to CVPR 2024.
  • Jul 2023: Anti-DreamBooth has been accepted to ICCV 2023. We have also released the code.
  • Mar 2023: CREPS has been accepted to CVPR 2023. We have also released the code.
  • Jul 2022: I have joined VinAI Research as a research resident.

Publications

SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation

SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation

Thuan Hoang Nguyen, Anh Tran
CVPR, 2024

An image-free distillation method that transform multi-step text-to-image diffusion models into one-step generators.

Project Page arXiv
Anti-DreamBooth: Protecting Users from Personalized Text-to-Image Synthesis

Anti-DreamBooth: Protecting Users from Personalized Text-to-Image Synthesis

Thanh Van Le*, Hao Phung*, Thuan Hoang Nguyen*, Quan Dao*, Ngoc Tran, Anh Tran
ICCV, 2023

A security booth safeguards your privacy against malicious threats by preventing DreamBooth from synthesizing photo-realistic images of you.

Project Page arXiv Code
Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis

Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis

Thuan Hoang Nguyen*, Thanh Van Le*, Anh Tran
CVPR, 2023

An efficient and geometry-invariant generator for synthesizing high-resolution images without using spatial convolutions or a coarse-to-fine design.

Project Page arXiv Code