agaldran

balanced_mixup

Repository for MICCAI 2021 paper Balanced-MixUp for Highly Imbalanced Medical Image Classification

lwnet

State-of-the-art retinal vessel segmentation with minimalistic models

cost_sensitive_loss_classification

A straightforward mechanism to implement cost sensitive losses in pytorch

amef_dehazing

AMEF - Artificial Multiple Exposure Fusion for Image Dehazing

UnderWater

Companion repository to the paper Automatic Red-Channel Underwater Image Restoration, by Galdran et al.

uqinmia-miccai-2023

Repository associated to the UQinMIA Tutorial @ MICCAI 2023

a_v_uncertain

Code for our ISBI 2019 paper on Artery/Vein classification with uncertainty predictions

mhml_calibration

Repository for the Multi-Head Multi-Loss Model Calibration paper

torchvision_paired_transforms

Extension of torchvision-tramsforms to handle simultaneous transform of input and ground-truth when the latter is an image

non_uniform_label_smoothing

This repo holds a straightforward implementation of a Non-Uniform Label Smoothing regularization technique (N-ULS)

t3po

Open Set Histological Image Recognition

agaldran.github.io

Repository hosting research and teaching-related contents

lesion_losses_ood

airogs

autopet2

axessibility

LaTeX package that makes mathematical formulae accessible via screen reader and braille display

bcam2018

Just to hold a zip wih contents

calibration_tutorial

deep_dr

endocv21

Code for our endocv 2021 submission

hugo-academic

The personal website framework for Hugo. Demo at

kappa_pitfall

medai_challenge

Polyp and Instrument segmentation with deep neural networks

nightingale_tuberculosis

OTML_Statlearn2018

Courses and practical sessions for the Optimal Transport and Machine learning course at Statlearn 2018

prob_ord_metrics

coming soon

vessel_qual

website

To save Hugo content for my academic website