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07/22/2022
Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification
Prototype Generation (PG) methods are typically considered for improving...
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05/14/2022
Efficient Gesture Recognition for the Assistance of Visually Impaired People using Multi-Head Neural Networks
This paper proposes an interactive system for mobile devices controlled ...
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05/11/2022
Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural Features
Logo classification is a particular case of image classification, since ...
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10/30/2021
Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and Segmentation
We present an innovative two-headed attention layer that combines geomet...
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12/02/2020
Unsupervised Neural Domain Adaptation for Document Image Binarization
Binarization is a well-known image processing task, whose objective is t...
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01/13/2020
Incremental Unsupervised Domain-Adversarial Training of Neural Networks
In the context of supervised statistical learning, it is typically assum...
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06/30/2017
A selectional auto-encoder approach for document image binarization
Binarization plays a key role in the automatic information retrieval fro...
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06/09/2017