Julio Silva-Rodrguez
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
8
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CVPR | Conformal Prediction for Zero-Shot Models. | Julio Silva-Rodrguez, Ismail Ben Ayed, Jose Dolz |
| 2025 | ICCV | ViLU: Learning Vision-Language Uncertainties for Failure Prediction. | Marc Lafon, Yannis Karmim, Julio Silva-Rodrguez, Paul Couairon, Clment Rambour, Raphal Fournier-S'niehotta, Ismail Ben Ayed, Jose Dolz, Nicolas Thome |
| 2025 | MICCAI | Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation. | Ghassen Baklouti, Julio Silva-Rodrguez, Jose Dolz, Houda Bahig, Ismail Ben Ayed |
| 2025 | MICCAI | Test-Time Adaptation of Medical Vision-Language Models. | Fereshteh Shakeri, Ghassen Baklouti, Julio Silva-Rodrguez, Maxime Zanella, Houda Bahig, Jose Dolz, Ismail Ben Ayed |
| 2025 | MICCAI | Trustworthy Few-Shot Transfer of Medical VLMs Through Split Conformal Prediction. | Julio Silva-Rodrguez, Ismail Ben Ayed, Jose Dolz |
| 2025 | MICCAI | Few-Shot, Now for Real: Medical VLMs Adaptation Without Balanced Sets or Validation. | Julio Silva-Rodrguez, Fereshteh Shakeri, Houda Bahig, Jose Dolz, Ismail Ben Ayed |
| 2024 | CVPR | A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models. | Julio Silva-Rodrguez, Sina Hajimiri, Ismail Ben Ayed, Jose Dolz |
| 2024 | ECCV | Robust Calibration of Large Vision-Language Adapters. | Balamurali Murugesan, Julio Silva-Rodrguez, Ismail Ben Ayed, Jose Dolz |
| 2024 | MICCAI | Class and Region-Adaptive Constraints for Network Calibration. | Balamurali Murugesan, Julio Silva-Rodrguez, Ismail Ben Ayed, Jose Dolz |
| 2024 | MICCAI | Few-Shot Adaptation of Medical Vision-Language Models. | Fereshteh Shakeri, Yunshi Huang, Julio Silva-Rodrguez, Houda Bahig, An Tang, Jose Dolz, Ismail Ben Ayed |
| 2023 | CGI | Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy. | Julio Silva-Rodrguez, Jihed Chelbi, Waziha Kabir, Hadi Chakor, Jose Dolz, Ismail Ben Ayed, Riadh Kobbi |
| 2023 | MICCAI | Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation. | Julio Silva-Rodrguez, Jose Dolz, Ismail Ben Ayed |
| 2022 | IDEAL | Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization. | Claudio Fernandez-Martn, Umay Kiraz, Julio Silva-Rodrguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo |
| 2021 | BMVC | Looking at the whole picture: constrained unsupervised anomaly segmentation. | Julio Silva-Rodrguez, Valery Naranjo, Jose Dolz |
| 2020 | ICIP | Gleason Grading of Histology Prostate Images Through Semantic Segmentation via Residual U-Net. | Amartya Kalapahar, Julio Silva-Rodrguez, Adrin Colomer, Fernando Lpez-Mir, Valery Naranjo |
| 2020 | IDEAL | Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET. | Julio Silva-Rodrguez, Elena Pay-Bosch, Gabriel Garca, Adrin Colomer, Valery Naranjo |