jusiro Goto Github PK
Name: Julio Silva-Rodríguez
Type: User
Company: ÉTS
Bio: | Medical Image Analysis | Foundation Models | Vision-Language Models | PEFT |
Location: Montréal, Québec, Canada
Julio Silva-Rodríguez's Projects
clap
[CVPR 2024] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP).
constrained_anomaly_segmentation
[MedIA 2022] Constrained unsupervised anomaly segmentation.
fewshot-finetuning
[MICCAIW MedAGI 2023] (Best Paper Award) Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation.
flair
FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.
jusiro.github.io
mil_histology
[JBHI 2021] + [CIBM 2022] Weakly supervised histology whole slide image classification. SICAP-MIL, a dataset of prostate whole slide images.
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