Scholar
Mehrsa Pourya
Google Scholar ID: yTZ0pgsAAAAJ
PhD Student, EPFL
Citations & Impact
Citations
33
H-index
4
i10-index
1
Publications
10
Co-authors
1
list available
Publications
Resume (English only)
Academic Achievements
- 1. Paper DEAL accepted to ICML 2025.
- 2. Second-place award for Best 3-Minute Presentation at EDEE Scientific Day at EPFL in October 2024.
- 3. Best Poster Award at Math-ML for Image Analysis summer school in Bologna, Italy, in June 2024.
- 4. Third-place award for Best Oral Presentation at ISBI 2024 in Athens, Greece, in May 2024.
Research Experience
- Conducting research at the Biomedical Imaging Group at EPFL, focusing on Machine Learning for Computational Imaging, particularly in using Attention Mechanisms for Image Restoration.
Education
- PhD: École polytechnique fédérale de Lausanne (EPFL), Advisor: Prof. Michael Unser; BSc: Sharif University of Technology (SUT), Electrical Engineering.
Background
- Research Interests: Machine Learning for Computational Imaging, particularly in Attention Mechanisms for Image Restoration. Professional Areas: Deep learning, data analysis, scientific computing. Brief Introduction: PhD student at EPFL, with multiple publications in top venues such as ICML, IEEE TCI, and IEEE ISBI, and has received several awards.
Miscellany
- Career Vision: Interested in using machine learning to solve real-world problems, especially diffusion models and attention-based architectures. Wants to continue working on these in a broader ML context.
