The Wallenberg-NTU Postdoctoral Fellowship is to bring outstanding young researchers, who have graduated from a Swedish university, to NTU for two years of postdoctoral research and studies. The Postdoctoral Fellows are given the opportunity to participate in a broad range of interdisciplinary activities and programs that characterize NTU’s approach to research and education.
Key Responsibilities:
The fellow in this research project is required to:
Literature Review & Methodology Design: Conduct a comprehensive review of state-of-the-art SSL techniques
Algorithm Development Design and implement novel regularization strategies and loss functions that leverage entropy principles to improve the stability of SSL training loops.
Diffusion Model Integration: Adapt and apply denoising diffusion probabilistic models (DDPMs) to the problem of manifold learning and data augmentation within the SSL pipeline.
Take the next step and apply for this exciting opportunity
Apply Now