no code implementations • 23 Mar 2023 • Trung Pham, Mehran Maghoumi, Wanli Jiang, Bala Siva Sashank Jujjavarapu, Mehdi Sajjadi, Xin Liu, Hsuan-Chu Lin, Bor-Jeng Chen, Giang Truong, Chao Fang, Junghyun Kwon, Minwoo Park
Achieving robust and real-time 3D perception is fundamental for autonomous vehicles.
no code implementations • 21 Feb 2022 • Giang Truong, Huu Le, Alvaro Parra, Syed Zulqarnain Gilani, Syed M. S. Islam, David Suter
The volume of data to handle, and still elusive need to have the registration occur fully reliably and fully automatically, mean there is a need to innovate further.
no code implementations • CVPR 2022 • Erchuan Zhang, David Suter, Ruwan Tennakoon, Tat-Jun Chin, Alireza Bab-Hadiashar, Giang Truong, Syed Zulqarnain Gilani
In particular, we study endowing the Boolean cube with the Bernoulli measure and performing biased (as opposed to uniform) sampling.
no code implementations • 17 Aug 2021 • Muraleekrishna Gopinathan, Giang Truong, Jumana Abu-Khalaf
In this work, we present a semantic scene understanding pipeline that fuses 2D and 3D detection branches to generate a semantic map of the environment.
no code implementations • CVPR 2021 • Giang Truong, Huu Le, David Suter, Erchuan Zhang, Syed Zulqarnain Gilani
In this paper, we introduce a novel unsupervised learning framework that learns to directly solve robust model fitting.
1 code implementation • 5 Mar 2021 • Giang Truong, Huu Le, David Suter, Erchuan Zhang, Syed Zulqarnain Gilani
In this paper, we introduce a novel unsupervised learning framework that learns to directly solve robust model fitting.