Общедоступные статьи - Roberto Gonçalves PachecoПодробнее...
10 статей доступны в некоторых источниках
Calibration-aided edge inference offloading via adaptive model partitioning of deep neural networks
RG Pacheco, RS Couto, O Simeone
ICC 2021-IEEE International Conference on Communications, 1-6, 2021
Финансирование: European Commission
Early-exit deep neural networks for distorted images: Providing an efficient edge offloading
RG Pacheco, FDVR Oliveira, RS Couto
2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021
Финансирование: Fundação de Amparo à Pesquisa do Estado de São Paulo
Towards edge computing using early-exit convolutional neural networks
RG Pacheco, K Bochie, MS Gilbert, RS Couto, MEM Campista
Information 12 (10), 431, 2021
Финансирование: Fundação de Amparo à Pesquisa do Estado de São Paulo
On the impact of deep neural network calibration on adaptive edge offloading for image classification
RG Pacheco, RS Couto, O Simeone
Journal of Network and Computer Applications 217, 103679, 2023
Финансирование: Fundação de Amparo à Pesquisa do Estado de São Paulo, UK Engineering and …
AdaEE: Adaptive early-exit DNN inference through multi-armed bandits
RG Pacheco, M Shifrin, RS Couto, DS Menasché, MK Hanawal, ...
ICC 2023-IEEE International Conference on Communications, 3726-3731, 2023
Финансирование: Fundação de Amparo à Pesquisa do Estado de São Paulo
Unlocking early-exiting semantic segmentation with branched networks
MS Gilbert, RG Pacheco, RS Couto, MLR De Campos, MEM Campista
2023 IEEE Latin-American Conference on Communications (LATINCOM), 1-6, 2023
Финансирование: Fundação de Amparo à Pesquisa do Estado de São Paulo
Using Early-Exit Deep Neural Networks to Accelerate Spectrum Classification in O-RAN
RG Pacheco, RS Couto, S Hoteit
2024 20th International Conference on Wireless and Mobile Computing …, 2024
Финансирование: Agence Nationale de la Recherche
Redes Neurais Profundas com Saídas Antecipadas para Imagens com Distorção em Ambientes de Nuvem
RG Pacheco, FDVR Oliveira, RS Couto
Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC …, 2023
Финансирование: Fundação de Amparo à Pesquisa do Estado de São Paulo
Decision Early-Exit: An Efficient Approach to Hasten Offloading in BranchyNets
MSM Barbosa, RG Pacheco, RS Couto, DSV Medeiros, MEM Campista
2022 IEEE Latin-American Conference on Communications (LATINCOM), 1-6, 2022
Финансирование: Fundação de Amparo à Pesquisa do Estado de São Paulo
Improving Image-recognition Edge Caches with a Generative Adversarial Network
GB Souza, RG Pacheco, RS Couto
ICC 2022-IEEE International Conference on Communications, 1918-1923, 2022
Финансирование: Fundação de Amparo à Pesquisa do Estado de São Paulo
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