Scholar
Julio Silva-Rodríguez
Google Scholar ID: 1UMYgHMAAAAJ
Postdoctoral Researcher, ÉTS Montréal
Computer Vision
Machine Learning
Medical Image Analysis
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Citations & Impact
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Citations
667
H-index
13
i10-index
14
Publications
20
Co-authors
6
list available
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Publications
11 items
Scaling Full Conformal Image Classifiers
2026
Cited
0
Test-Time Generalized Category Discovery
2026
Cited
0
Trustworthy Endoscopic Super-Resolution
2026
Cited
0
Semi-Supervised Few-Shot Adaptation of Vision-Language Models
2026
Cited
0
Class Adaptive Conformal Training
2026
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Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation
2025
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0
Trustworthy Few-Shot Transfer of Medical VLMs through Split Conformal Prediction
2025
Cited
0
Few-Shot, Now for Real: Medical VLMs Adaptation without Balanced Sets or Validation
2025
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Academic Achievements
Paper accepted at CVPR 2025: 'Conformal Prediction for Zero-Shot Models'
Four papers accepted at MICCAI 2025 on few-shot adaptation, trustworthy transfer, and organ segmentation with medical VLMs
Two papers accepted at IPMI 2025 on medical vision-language models, one as an oral presentation
Multiple publications in Medical Image Analysis (MedIA), including FLAIR (first VLM for fundus images) and work on volumetric organ segmentation
Publications at MICCAI 2024, MICCAI-MedAGI 2023, JBHI, and CMPB
Awarded the Postdoctoral Merit Scholarship for Foreign Students (PBEEE) by FRQ in 2023
Received a 4-year FPI PhD research grant from the Spanish Government in 2019
Co-authors
5 total
Jose Dolz
Associate Professor, ETS Montreal
Ismail Ben Ayed
Professor, ETS Montreal
Adrián Colomer Granero
Researcher, Universidad Politécnica de Valencia
Rafael Molina
Professor of Computer Science, University of Granada
Valery Naranjo
Universitat Politècncia de València