join us

We are looking for motivated students/researchers with aligned research interests to join our group in the beautiful city of Edinburgh, UK.

PhD scholarships

If you have interests on research topics below, please email me (d.chen@hw.ac.uk) with your CV/transcripts and a short research statement.

• Self-Supervised Learning for Imaging Inverse Problems.
• Foundation Models for Imaging and Vision
• Small Data Learning

The topics usually involve both theory and hands-on work. The candidates are expected to have good knowledge of machine learning, deep learning, optimization and signal processing.

Master projects

We have below master projects for the HWU students. Please check out here for details.

• AI for Multi-modality Image Processing.
• Advanced AI models for Data Clustering.
• Self-Supervised Learning for Image Reconstruction.
• Diffusion Models and its Application in Image Processing.
• Deep Learning for Imaging and Low-Level Computer Vision.

Projects usually require some knowledge of machine learning, deep learning, statistics, signal processing and programming (e.g. with Python and PyTorch).

Visiting Students/Researchers

We welcome visiting students/researchers who would like to work in the Edinburgh group. If you are interested in our research topics, please email me with your thoughts and CV.