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Learning channel-wise ordered aggregations in deep neural networks
(Springer, 2021)
info:eu-repo/semantics/conferenceObject,
One of the most common techniques for approaching image classification problems are Deep Neural Networks. These systems are capable of classifying images with different levels of detail at different levels of detail, with ...
Gender stereotyping impact in facial expression recognition
(Springer, 2023)
Contribución a congreso / Biltzarrerako ekarpena,
Facial Expression Recognition (FER) uses images of faces to identify the emotional state of users, allowing for a closer interaction between humans and autonomous systems. Unfortunately, as the images naturally integrate ...
Additional feature layers from ordered aggregations for deep neural networks
(IEEE, 2020)
info:eu-repo/semantics/conferenceObject,
In the last years we have seen huge advancements in the area of Machine Learning, specially with the use of Deep Neural Networks. One of the most relevant examples is in image classification, where convolutional neural ...