The Wallenberg-NTU Postdoctoral Fellowship invites outstanding young researchers who have graduated from a Swedish university to conduct postdoctoral research and studies at NTU for two years. The fellowship offers interdisciplinary activities and programs aligned with NTU’s research and education approach.
Key Responsibilities - 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 leveraging entropy principles to improve the stability of SSL training loops.
- Diffusion Model Integration: adapt and apply denoising diffusion probabilistic models (DDPMs) to manifold learning and data augmentation within the SSL pipeline.
- Experimental Execution: design rigorous benchmarking protocols to test the new methods against baseline algorithms using challenging, noisy industrial datasets such as anomaly det...