Pietro Astolfi | DeepAI

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∙ 06/13/2023

Semi-supervised learning made simple with self-supervised clustering

Self-supervised learning models have been shown to learn rich visual rep...

0 Enrico Fini, et al. ∙

∙ 05/15/2023

Improved baselines for vision-language pre-training

Contrastive learning has emerged as an efficient framework to learn mult...

0 Enrico Fini, et al. ∙

∙ 03/16/2023

Instance-Conditioned GAN Data Augmentation for Representation Learning

Data augmentation has become a crucial component to train state-of-the-a...

0 Pietro Astolfi, et al. ∙

∙ 12/06/2022

Supervised Tractogram Filtering using Geometric Deep Learning

A tractogram is a virtual representation of the brain white matter. It i...

0 Pietro Astolfi, et al. ∙

∙ 03/24/2020

Tractogram filtering of anatomically non-plausible fibers with geometric deep learning

Tractograms are virtual representations of the white matter fibers of th...

1 Pietro Astolfi, et al. ∙

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