Scholar
Tuan Duc Ngo
Google Scholar ID: 2_G-DxIAAAAJ
PhD student at UMass Amherst
Citations & Impact
Citations
227
H-index
6
i10-index
3
Publications
10
Co-authors
13
list available
Publications
Resume (English only)
Academic Achievements
- Publications: '4Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion' accepted to CVPR 2025; 'DELTA: Dense Efficient Long-range 3D Tracking for Any video' accepted to ICLR 2025; 'Open3DIS: Open-vocabulary 3D Instance Segmentation with 2D Mask Guidance' accepted to CVPR 2024; 'GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo Labelers' accepted to ICCV 2023; 'ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution' accepted to CVPR 2023; 'Geodesic-Former: A Geodesic-Guided Few-Shot 3D Point Cloud Instance Segmenter' accepted to ECCV 2022; 'GAC3D: Improving Monocular 3D Object Detection with Ground-guide Model and Adaptive Convolution' published in PeerJ, 2021.
Research Experience
- Worked at Snap Research with Dr. Chaoyang Wang on 4D reconstruction; Before his PhD, he was an AI Research Resident at VinAI Research, working closely with Dr. Khoi Nguyen; Will join Adobe Research as a Research Intern this summer (2025).
Education
- Bachelor's Degree: Computer Engineering from Ho Chi Minh City University of Technology, Vietnam; PhD: Computer Science from UMass Amherst, USA, under the supervision of Prof. Evangelos Kalogerakis and Prof. Chuang Gan.
Background
- Research Interests: Computer Science, particularly in 3D point cloud instance segmentation, video generation, etc. Brief introduction: He is a second-year PhD student in Computer Science at UMass Amherst.
