Publications

2025

1. ICML

   

   Interpretable EEG-to-Image Generation with Semantic Prompts

   Arshak Rezvani^*, Ali Akbari^*, Kosar Sanjar Arani, and 3 more authors

   2025

   arXiv Bib Video Poster Website

   @misc{rezvani2025interpretableeegtoimagegenerationsemantic,
     title = {Interpretable EEG-to-Image Generation with Semantic Prompts},
     author = {Rezvani, Arshak and Akbari, Ali and Arani, Kosar Sanjar and Mirian, Maryam and Arasteh, Emad and McKeown, Martin J.},
     year = {2025},
     journal = {Actionable Interpretability Workshop at International Conference on Machine Learning},
     archiveprefix = {arXiv},
     primaryclass = {cs.CV},
     url = {https://arxiv.org/abs/2507.07157},
     equal_contribution = {Arshak Rezvani and Ali Akbari},
   }

2. IEEE

   

   DiffuseGaitNet: Improving Parkinson’s Disease Gait Severity Assessment With a Diffusion Model Framework

   Arshak Rezvani, Nasrin Ravansalar, Mohammad Ali Akhaee, and 5 more authors

   IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2025

   DOI Bib

   @article{11080070,
     author = {Rezvani, Arshak and Ravansalar, Nasrin and Akhaee, Mohammad Ali and Greenshaw, Andrew J. and Greiner, Russell and Mirian, Maryam S. and Yousefnezhad, Muhammad and McKeown, Martin J.},
     journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering},
     title = {DiffuseGaitNet: Improving Parkinson’s Disease Gait Severity Assessment With a Diffusion Model Framework},
     year = {2025},
     volume = {33},
     number = {},
     pages = {2858-2869},
     keywords = {Diffusion models;Diseases;Data models;Feature extraction;Transformers;Three-dimensional displays;Noise;Uncertainty;Training;Predictive models;Diffusion models;generative AI;transformers;attention-based networks;Parkinson’s disease;gait impairments;human action recognition;MDS-UPDRS},
     doi = {10.1109/TNSRE.2025.3589074},
   }