Search Results for author: J. C. S. Santos Filho

Found 2 papers, 1 papers with code

Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems

no code implementations22 Jun 2023 Juliano S. Assine, J. C. S. Santos Filho, Eduardo Valle, Marco Levorato

In approaches based on edge computing the execution of the models is offloaded to a compute-capable device positioned at the edge of 5G infrastructures.

Edge-computing

Single-Training Collaborative Object Detectors Adaptive to Bandwidth and Computation

2 code implementations3 May 2021 Juliano S. Assine, J. C. S. Santos Filho, Eduardo Valle

In the past few years, mobile deep-learning deployment progressed by leaps and bounds, but solutions still struggle to accommodate its severe and fluctuating operational restrictions, which include bandwidth, latency, computation, and energy.

object-detection Object Detection

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