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01/27/2023
Semi-Supervised Machine Learning: a Homological Approach
In this paper we describe the mathematical foundations of a new approach...
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05/19/2022
Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context
The development of mobile and on the edge applications that embed deep c...
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05/19/2022
A Topological Approach for Semi-Supervised Learning
Nowadays, Machine Learning and Deep Learning methods have become the sta...
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12/16/2021
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation
Background and objectives. Domain shift is a generalisation problem of m...
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12/14/2021
Text Classification Models for Form Entity Linking
Forms are a widespread type of template-based document used in a great v...
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12/12/2019