Julio Silva-Rodríguez
9 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🐝 Cross-Pollinator (15) ⚡ Prolific Year (5)
🚀
Conference Pioneer
Conferences
MICCAI (5)
CVPR (2)
ECCV (1)
ICCV (1)
Top co-authors
Keywords
vision-language model
(3)
uncertainty quantification
(2)
conformal prediction
(1)
domain adaptation
(1)
optimal transport
(1)
multimodal learning
(1)
distribution shift
(1)
linear probing
(1)
failure prediction
(1)
few-shot adaptation
(1)
multimodal embedding
(1)
zero-shot learning
(1)
efficient transfer learning
(1)
few-shot learning
(1)
Papers
ViLU: Learning Vision-Language Uncertainties for Failure Prediction
ICCV 2025
Few-Shot, Now for Real: Medical VLMs Adaptation without Balanced Sets or Validation
MICCAI 2025
Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation
MICCAI 2025
Trustworthy Few-Shot Transfer of Medical VLMs through Split Conformal Prediction
MICCAI 2025
Conformal Prediction for Zero-Shot Models
CVPR 2025
Class and Region-Adaptive Constraints for Network Calibration
MICCAI 2024
Robust Calibration of Large Vision-Language Adapters
ECCV 2024
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models
CVPR 2024
Few-shot Adaptation of Medical Vision-Language Models
MICCAI 2024