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
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Publications
33 items
Enhancing Diffusion Language Models with Autoregressive Post-Training Weights
2026
Cited
0
Frame the adversary: a structure-aware attack methodology
2026
Cited
0
DBMol: Design of High-Affinity, Target-Specific Small Molecules through Structure Prediction Models
2026
Cited
0
DiPhon: Diffusion on Graphons for Scalable Graph Generation
2026
Cited
0
Uncertainty Estimation in Pathology Foundation Models via Deep Mutual Learning
2026
Cited
0
Unsupervised Disentanglement Without Compromises : How Functional Orthogonality Enforces Identifiability
2026
Cited
0
Recursive Scaling in Masked Diffusion Models
2026
Cited
0
PriFT: Prior-Support Guided Supervised Fine-Tuning
2026
Cited
0
Resume
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
14 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
Laura Toni
Laura Toni
Associate Professor, UCL
Thomas Maugey
Thomas Maugey
Senior Researcher at Inria
Nikolaos Thomos
Nikolaos Thomos
Professor at the University of Essex