Towards Edge Computing Using Early-Exit Convolutional Neural Networks
Pacheco, Roberto G., Bochie, Kaylani, Gilbert, Mateus S., Couto, Rodrigo S., Campista, Miguel Elias M.
Published in Information (Basel) (01.10.2021)
Published in Information (Basel) (01.10.2021)
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Journal Article
Unlocking Early-Exiting Semantic Segmentation with Branched Networks
Gilbert, Mateus S., Pacheco, Roberto G., Couto, Rodrigo S., De Campos, Marcello L. R., Campista, Miguel Elias M.
Published in 2023 IEEE Latin-American Conference on Communications (LATINCOM) (15.11.2023)
Published in 2023 IEEE Latin-American Conference on Communications (LATINCOM) (15.11.2023)
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Conference Proceeding
Asymmetric Autoencoders: An NN alternative for resource-constrained devices in IoT networks
Gilbert, Mateus S., de Campos, Marcello L.R., Campista, Miguel Elias M.
Published in Ad hoc networks (01.04.2024)
Published in Ad hoc networks (01.04.2024)
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Journal Article
A survey on deep learning for challenged networks: Applications and trends
Bochie, Kaylani, Gilbert, Mateus S., Gantert, Luana, Barbosa, Mariana S.M., Medeiros, Dianne S.V., Campista, Miguel Elias M.
Published in Journal of network and computer applications (15.11.2021)
Published in Journal of network and computer applications (15.11.2021)
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Journal Article