Zhao Na

Zhao Na is Assistant Professor in the Information Systems Technology and Design (ISTD) pillar at Singapore University of Technology and Design. Her research addresses fundamental challenges in 3D perception for intelligent systems operating in open-world environments.

Research focuses on:

• Few-shot learning for rapid generalization from limited data
• Open-vocabulary recognition of unseen object categories
• Continual learning systems avoiding catastrophic forgetting
• Integration of multimodal perception approaches

Her work aims to develop robust perception systems capable of operating in dynamic, imbalanced data environments with evolving object categories and continuous data streams.