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11/03/2022
Improving Semi-supervised Deep Learning by using Automatic Thresholding to Deal with Out of Distribution Data for COVID-19 Detection using Chest X-ray Images
Semi-supervised learning (SSL) leverages both labeled and unlabeled data...
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03/01/2022
Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey
Deep learning methodologies have been employed in several different fiel...
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07/24/2021
A Real Use Case of Semi-Supervised Learning for Mammogram Classification in a Local Clinic of Costa Rica
The implementation of deep learning based computer aided diagnosis syste...
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06/10/2021
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images
Cell instance segmentation in fluorescence microscopy images is becoming...
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04/20/2021
More Than Meets The Eye: Semi-supervised Learning Under Non-IID Data
A common heuristic in semi-supervised deep learning (SSDL) is to select ...
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08/19/2020
Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images
The Corona Virus (COVID-19) is an internationalpandemic that has quickly...
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06/14/2020