The 34th MLSP workshop invites proposals for Special Sessions on topics that have not been covered in regular MLSP sessions and that have the potential to have a major impact on the field in the near future. The following are the confirmed special sessions,

• Learning-Based Solutions to Inverse Problems
  Organisers:
  Carola-Bibiane Schönlieb, University of Cambridge, cbs31@cam.ac.uk
  Simon ARRIDGE, University College London, s.arridge@cs.ucl.ac.uk
  Pier Luigi Dragotti, Imperial College London, p.dragotti@imperial.ac.uk
• Distributed and Continual Inference and Learning
  Organizers:
  Alexandros Iosifidis, Aarhus University, ai@ece.au.dk
  James Gross, KTH Royal Institute of Technology, jamesgr@kth.se
  Xiang Su, Norwegian University of Science and Technology, xiang.su@ntnu.no
  Qi Zhang, Aarhus University, qz@ece.au.dk
• AI Applications in Next Generation Wireless Networks
  Organizers:
  Hao Ye, UC Santa Cruz, yehao@ucsc.edu
  Geoffrey Ye Li, Imperial College London, geoffrey.li@imperial.ac.uk
• Semantic and goal-oriented communication
  Organizers:
  Le Liang, Southeastern University, lliang@seu.edu.cn
  Geoffrey Ye Li, Imperial College London, geoffrey.li@imperial.ac.uk
• Generative AI for Media Generation
  Organizers:
  Xubo Liu, University of Surrey, xubo.liu@surrey.ac.uk
  Haohe Liu, University of Surrey, haohe.liu@surrey.ac.uk
  Yi Yuan, University of Surrey, yi.yuan@surrey.ac.uk
  Zhenhua Feng, University of Surrey, z.feng@surrey.ac.uk
  Wenwu Wang, University of Surrey, w.wang@surrey.ac.uk
• AI & Sustainability in Signal Processing
  Organisers:
  Arshdeep Singh, University of Surrey, arshdeep.singh@surrey.ac.uk
  Erick Giovani Sperandio Nascimento, University of Surrey, erick.sperandio@surrey.ac.uk
  Wenwu Wang, University of Surrey, w.wang@surrey.ac.uk
  Mark D Plumbley, University of Surrey, m.plumbley@surrey.ac.uk

The papers in each accepted Special Session will undergo a review process similar to that of the regular papers submitted to MLSP 2024. Please submit the special session topic papers to the “MLSP 2024 Other Invited Submissions” track in the CMT system.