Education
Hanoi University of Science and Technology
Bachelor of Computer Science.
CPA: 3.77/4.00
Bachelor of Computer Science.
CPA: 3.77/4.00
Fall 2018 - Fall 2022
Employment
VinAI Research
AI Research Resident of Computer Vision team. Worked on object detection, segmentation and generative models.
AI Research Resident of Computer Vision team. Worked on object detection, segmentation and generative models.
July 2022 - present
Hanoi, Vietnam
Hanoi, Vietnam
Publications
* denotes equal contribution
Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation
Create a dataset for object segmentation using pretrained text-to-image diffusion models.
NeurIPS, 2023
LP-OVOD: Open-Vocabulary Object Detection by Linear Probing
Address low-quality boxes of OVOD by training a sigmoid linear classifier on pseudo labels retrieved from the top relevant region proposals to the novel text.
WACV, 2024
Face Swapping as A Simple Arithmetic Operation
We propose a novel high-fidelity face swapping method called Arithmetic Face Swapping (AFS) that explicitly disentangles the intermediate latent space W+ of a pretrained StyleGAN
Unsupervised image segmentation with robust virtual class contrast
Propose a novel method for unsupervised image segmentation called Robust Virtual Class Contrast (RVCC), which characterizes foreground pixels based on their “virtual classes” rather than just saliency masks
Pattern Recognition Letters, 2023