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.
- Delta - NTU Corporate Laboratory (Phase 2) (Delta)
- Delta WP5: Multi-Level Situation Awareness for Safe and Efficient Multi-agent Collaboration in Smart Manufacturing
- Developing ‘Software as a Medical Device’ (SaMD) from 3D vitreous-retinalchoroidal imaging modalities, to enhance the clinical management of uveitis
- Exploring visual signal representation towards machine uses
- Learning Controllable 3D Generative Models
- Learning Deep Networks on 3D and 4D Point Clouds for Holistic 3D Scene Understanding
- Learning Local Correspondences for Conditional Dense Predictions
- Message Propagation Methods for 3D Visual Understanding
- NTU-Delta Corporate Laboratory (Phase 2) (IAF-ICP)
- Project: 010-Generative AI (Alibaba)
- Project: 010-Generative AI (IAF-ICP)
- Ricci curvature based deep learning model for polymer informatics
- Semantic 3D Understanding for indoor VR/AR Applications
- Towards Realistic Deep Learning for 3D Vision
- WP5: Multi-level situation awareness for safe and efficient multi-agent collaboration in smart manufacturing (IAF-ICP)