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.

• 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.
• Experimental Execution: Design rigorous benchmarking protocols to test the new methods ...