Ismail Ben Ayed
Scholar

Ismail Ben Ayed

Google Scholar ID: 29vyUccAAAAJ
Professor, ETS Montreal
computer visionmachine learningoptimizationmedical image analysis
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Citations & Impact
All-time
Citations
9,510
 
H-index
47
 
i10-index
113
 
Publications
20
 
Co-authors
51
list available
Contact
Emailismail.benayed@etsmtl.caGitHubOpen ↗
Publications
39 items
MolRGen: A Training and Evaluation Setting for De Novo Molecular Generation with Reasonning Models
2026
Cited
0
Information Maximization for Long-Tailed Semi-Supervised Domain Generalization
2026
Cited
0
Locality-Attending Vision Transformer
2026
Cited
0
ORION: ORthonormal Text Encoding for Universal VLM AdaptatION
2026
Cited
0
Histopath-C: Towards Realistic Domain Shifts for Histopathology Vision-Language Adaptation
2026
Cited
0
Class Adaptive Conformal Training
2026
Cited
0
SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning
2026
Cited
0
Learning Task-Agnostic Representations through Multi-Teacher Distillation
2025
Cited
0
Resume (English only)
Co-authors
51 total
Jose Dolz
Jose Dolz
Associate Professor, ETS Montreal
Eric Granger
Eric Granger
Professor of Systems Engineering, École de technologie supérieure, LIVIA, ILLS, REPARTI
Christian Desrosiers
Christian Desrosiers
Professor, École de technologie supérieure - LIVIA - Regroupement stratégique REPARTI
Co-author 4
Co-author 4
Kumaradevan Punithakumar
Kumaradevan Punithakumar
Associate Professor, University of Alberta
Yuri Boykov
Yuri Boykov
Professor, Computer Science, University of Waterloo
Hoel Kervadec
Hoel Kervadec
Universiteit van Amsterdam
Jing Yuan
Jing Yuan
Distinguished Professor, College of Math. Med., Zhejiang Normal Univ.