Hello, I'm Tuan Duc Ngo

I am a first-year PhD student in Computer Science of UMass Amherst, USA, advised by Prof. Evangelos Kalogerakis and Prof. Chuang Gan. Prior to that, I was an AI Research Resident at VinAI Research. I received my B.E. degree in Computer Engineering from the Ho Chi Minh City University of Technology, Vietnam. Email: ductuan.ngo99 (at) gmail (dot) com

News

May 2024: I joined Snap Research as a Research Intern.
Feb 2024: Open3DIS has been accepted to CVPR 2024. We have also released the code.
Jul 2023: GaPro has been accepted to ICCV 2023. We have also released the code.
Feb 2023: ISBNet has been accepted to CVPR 2023. We have also released the code.
Jul 2022: GeoFormer has been accepted to ECCV 2022. We have also released the code.

Phuc Nguyen*, Tuan Ngo*, Chuang Gan, Evangelos Kalogerakis, Anh Tran, Cuong Pham, Khoi Nguyen

CVPR, 2024

Tackle the open-vocabulary 3D point cloud instance segmentation by using 2D prior

Project Page PDF arXiv

Tuan Ngo*, Binh-Son Hua, Khoi Nguyen

ICCV, 2023

Tackle the box-supervised 3D point cloud instance segmentation by using Gaussian Processes to generate pseudo labels

PDF arXiv Code

Tuan Ngo*, Binh-Son Hua, Khoi Nguyen

CVPR, 2023

Introduce an efficient sampling strategy and propose leveraging the bounding box as a geometric cue for the 3D point cloud instance segmentation

PDF arXiv Code Video

Tuan Ngo*, Khoi Nguyen

ECCV, 2022

Propose a new task, Few-shot 3D point cloud instance segmentation, and introduce a geodesic-based 3D instance segmenter

PDF arXiv Code

Minh-Quan Viet Bui*, Tuan Ngo*, Hoang-Anh Pham, Duc Dung Nguyen

PeerJ, 2021

Propose a new monocular 3D detection framework leveraging the ground plane model and depth-adaptive convolution

PDF Code