Pascal Frossard
Scholar

Pascal Frossard

Google Scholar ID: -Ve9sJ0AAAAJ
Ecole Polytechnique Fédérale de Lausanne, EPFL
machine learningimage processingcomputer visionmultimedia communications
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Citations & Impact
All-time
Citations
25,590
 
H-index
53
 
i10-index
156
 
Publications
20
 
Co-authors
184
list available
Contact
TwitterOpen ↗
Publications
22 items
ODySSeI: An Open-Source End-to-End Framework for Automated Detection, Segmentation, and Severity Estimation of Lesions in Invasive Coronary Angiography Images
2026
Cited
0
GrapHist: Graph Self-Supervised Learning for Histopathology
2026
Cited
0
Balancing Symmetry and Efficiency in Graph Flow Matching
2026
Cited
0
Position: Message-passing and spectral GNNs are two sides of the same coin
2026
Cited
0
Model soups need only one ingredient
2026
Cited
0
Physics-informed self-supervised learning for predictive modeling of coronary artery digital twins
2025
Cited
0
Task Addition and Weight Disentanglement in Closed-Vocabulary Models
2025
Cited
0
Semantic Document Derendering: SVG Reconstruction via Vision-Language Modeling
2025
Cited
0
Resume (English only)
Research Experience
  • Founder and director of the LTS4 laboratory since 2003
  • Academic co-Director of the EPFL AI Center
  • Academic co-Director of the Swiss Data Science Center
  • Associate Dean for Research of the School of Engineering
  • Previously worked at IBM TJ Watson Research Center in Yorktown Heights, NY, USA
Co-authors
184 total
Pierre Vandergheynst
Pierre Vandergheynst
Professor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)
Seyed-Mohsen Moosavi-Dezfooli
Seyed-Mohsen Moosavi-Dezfooli
Apple
Alhussein Fawzi
Alhussein Fawzi
Research Scientist, Google DeepMind
Dorina Thanou
Dorina Thanou
EPFL
Antonio Ortega
Antonio Ortega
Dean's Professor of Electrical and Computer Engineering, University of Southern California
Co-author 6
Co-author 6
Laura Toni
Laura Toni
Associate Professor, UCL
Co-author 8
Co-author 8