Daxuan (达萱) Ren (任)

Ph.D Student at Nanyang Technological University, Singapore

  • NTU School of Computer Science and Engineering (SCSE)
  • Algorithm Researcher @ SenseTime Research
  • Sensetime-NTU Industrial Post-Graduate Program (IPP)
  • Email: daxuan001 [at] e.ntu.edu.sg

I am currently a Ph.D student at the School of Computer Science and Engineering (SCSE) at Nanyang Technological University (NTU), Singapore. I am under the supervision of Prof. Zheng Jianmin (NTU) and Prof. Cai Jianfei (Monash University). I’m under the Indistrial Post-Graduate Program (IPP), which is a joint program between SenseTime and NTU initiated by Singapore Economic Development Board (EDB).

I received my bachelor degree in Computer Science from NTU in 2018. During my undergraduate study, I was also interested in High-Performance-Computing(HPC) and represented NTU to compete with other top universities around the globe in the International Supercomputer Conference (ISC) Student Cluster Competetion in Frankfurt, Germany, and ACM/IEEE Supercomputer Conference (SC) Student Cluster Competetion in Salt Lake City, USA.

Prior to my Ph.D, I was a software engineer in Autodesk working on large-scale 3D Reconstruction Engine (Autodesk ReCap Photo) including Structure-from-Motion (SFM), Multi-View-Stereo (MVS) and Surface Reconstruction from 2017 to 2020.

My research interests include Computer Vision, Computer Graphics and Deep Learning, especially 3D Computer Vision.

News

Jul 21, 2021 Our paper “CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing” was accepted at ICCV 21

Publications

  1. CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing
    Ren, Daxuan, Zheng, Jianmin, Cai, Jianfei, Li, Jiatong, Jiang, Haiyong, Cai, Zhongang, Zhang, Junzhe, Pan, Liang, Zhang, Mingyuan, Zhao, Haiyu, and Yi, Shuai
    In International Conference on Computer Vision 2021
  2. Messytable: Instance association in multiple camera views
    Cai, Zhongang, Zhang, Junzhe, Ren, Daxuan, Yu, Cunjun, Zhao, Haiyu, Yi, Shuai, Yeo, Chai Kiat, and Loy, Chen Change
    In European Conference on Computer Vision 2020