Dongliang Cao


PhD student at University of Bonn under the supervision of Prof. Dr. Florian Bernard. If you have interest in a Bachelor’s or a Master’s thesis contact me via email. (please read the information for applicants for that). You can also visit my personal page.

Educational Background

  • BSc in Mechatronics at Tongji University (2015 – 2018)
  • BEng in Mechatronics at Zittau Görlitz University of Applied Sciences (2018 – 2019)
  • MSc in Computer Science (Robotics, Cognition, Intelligence) at Technical University of Munich (2019 – 2022)

Research Interests

  • 3D Shape Analysis
  • Deep Learning
  • Computer Vision

Publications:

2024

A Universal and Flexible Framework for Unsupervised Statistical Shape Model Learning
N. El Amrani; D. Cao; F. Bernard
In: Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024.
[pdf]
Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape Matching
D. Cao; Z. Laehner; F. Bernard
In: European Conference on Computer Vision (ECCV, conditionally accepted), 2024.
[pdf]
DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching
P. Roetzer; A. Abbas; D. Cao; F. Bernard; P. Swoboda
In: European Conference on Computer Vision (ECCV, conditionally accepted), 2024.
[pdf]
Unsupervised 3D Structure Inference from Category-Specific Image Collections
W. Wang; D. Cao; F. Bernard
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
[pdf]
Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation
D. Cao; M. Eisenberger; N. El Amrani; D. Cremers; F. Bernard
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
[pdf] [code]
Revisiting Map Relations for Unsupervised Non-Rigid Shape Matching
D. Cao; P. Roetzer; F. Bernard
In: International Conference on 3D Vision (3DV), 2024.
[pdf]

2023

Unsupervised Learning of Robust Spectral Shape Matching
D. Cao; P. Roetzer; F. Bernard
In: SIGGRAPH / ACM Transactions on Graphics (TOG), 2023.
[pdf] [code] [project page]
Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching
D. Cao; F. Bernard
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[pdf] [code]
selected as highlight (2.5% of submissions)

2022

D. Cao; F. Bernard
In: European Conference on Computer Vision (ECCV), 2022.
[pdf] [code]