Research
 
 
 

News

Follow the latest developments

Latest publications

Our latest research results

  • "Challenging interferometric imaging: Machine learning-based source localization from uv-plane observations", Astronomy & Astrophysics (A&A), 2023%, % [link|bib]
  • "Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility", IEEE Transactions on Information Forensics and Security (TIFS), 2023%, % [pdf|bib]
  • "Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement", European Journal of Nuclear Medicine and Molecular Imaging (EJNMMI), 2023%, % [pdf|bib]
  • "Multivariate Time Series Information Bottleneck", Entropy, 2023%, % [link|bib]
  • "Multi-Institutional PET/CT Image Segmentation Using Federated Deep Transformer Learning", Computer methods and programs in biomedicine, 2023%, % [pdf|bib]
  • "Decentralized distributed multi-institutional PET image segmentation using a federated deep learning framework", Clinical Nuclear Medicine, 2022%, % [pdf|bib]
  • "Compressed Data Sharing based on Information Bottleneck Model", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. [pdf|bib]