Academic Profile : Faculty
Assoc Prof Guosheng Lin
Associate Professor, College of Computing & Data Science
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Before moving to NTU Singapore, I was a research fellow at the Australian Centre for Robotic Vision (ACRV), affiliated with The University of Adelaide. I completed my PhD degree at the University of Adelaide in 2014. I received my bachelor's and master's degree from the South China University of Technology (SCUT) in 2007 and 2010, respectively.
My research interests are in computer vision applications including scene understanding and generative learning.
- Message Propagation Methods for 3D Visual Understanding
- Exploring visual signal representation towards machine uses
- Developing ‘Software as a Medical Device’ (SaMD) from 3D vitreous-retinalchoroidal imaging modalities, to enhance the clinical management of uveitis
- Delta - NTU Corporate Laboratory (Phase 2) (Delta)
- 3D Digital Assets Generation Technology
- Semantic 3D Understanding for indoor VR/AR Applications
- Delta WP5: Multi-Level Situation Awareness for Safe and Efficient Multi-agent Collaboration in Smart Manufacturing
- WP5: Multi-level situation awareness for safe and efficient multi-agent collaboration in smart manufacturing (IAF-ICP)
- Towards Realistic Deep Learning for 3D Vision
- Ricci curvature based deep learning model for polymer informatics
- Project: 010-Generative AI (IAF-ICP)
- Learning Local Correspondences for Conditional Dense Predictions
- Learning Controllable 3D Generative Models
- NTU-Delta Corporate Laboratory (Phase 2) (IAF-ICP)
- Project: 010-Generative AI (Alibaba)