Search

EIDOSLAB
EIDOSLAB
  • Home
  • Research
  • Projects
  • Thesis
  • News
  • Events
  • Publications
  • People
  • Contact
Carlo Alberto Barbano

Carlo Alberto Barbano

Postdoc

University of Turin

Postdoc at EIDOSLab, University of Turin. My research focuses on deep learning, bias and fairness issues, regularization and medical imaging.

Interests
  • Representation Learning
  • Contrastive Learning
  • Medical Imaging
  • Debiasing
Education
  • Ph.D. in Computer Science, 2023

    Télécom Paris, IP Paris

  • Ph.D. in Computer Science, 2023

    University of Turin

  • MSc in Computer Science, 2020

    University of Turin

  • BSc in Computer Science, 2018

    University of Turin

Latest

  • Detection and prioritization of COVID-19 infected patients from CXR images: Analysis of AI-assisted diagnosis in clinical settings
  • AI-Assisted Diagnosis for Covid-19 CXR Screening: From Data Collection to Clinical Validation
  • Integrating Prior Knowledge in Contrastive Learning with Kernel
  • Contrastive learning for regression in multi-site brain age prediction
  • Unbiased Supervised Contrastive Learning
  • A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images
  • Simplify: A python library for optimizing pruned neural networks
  • Unsupervised Learning of Unbiased Visual Representations
  • Bridging the gap between debiasing and privacy for deep learning
  • EnD: Entangling and Disentangling deep representations for bias correction
  • UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading
  • Unveiling covid-19 from chest x-ray with deep learning: a hurdles race with small data

© 2025 EIDOSLAB

Published with Wowchemy — the free, open source website builder that empowers creators.

Cite
Copy Download