Publications

Mateus S. Gilbert, Marcello L. R. de Campos, Miguel Elias M. Campista (2024). Asymmetric Autoencoders: an NN alternative for resource-constrained devices in IoT networks. In Ad Hoc Networks.

PDF Cite DOI

Mateus S. Gilbert, Roberto G. Pacheco, Rodrigo S. Couto, Marcello L. R. de Campos, Miguel Elias M. Campista (2023). Unlocking Early-Exiting Semantic Segmentation with Branched Networks. In 15th LATINCOM.

PDF Cite DOI

Roberto G. Pacheco, Kaylani Bochie, Mateus S. Gilbert, Rodrigo S. Couto, Miguel Elias M. Campista (2021). Towards edge computing using early-exit convolutional neural networks. In Information.

PDF Cite DOI

Kaylani Bochie, Mateus S. Gilbert, Luana Gantert, Mariana S. M. Barbosa, Diane S. V. Medeiros, Miguel Elias M. Campista (2021). A survey on deep learning for challenged networks: Applications and trends. In JNCA.

PDF Cite DOI