Université INRS

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The Institut national de la recherche scientifique (INRS) is the only institution in Quebec dedicated exclusively to graduate research and training. Our professors and students shine around the world. In partnership with...

Deep Complex Networks

At present, the vast majority of building blocks, techniques, and archit...
05/27/2017 ∙ by Chiheb Trabelsi, et al. ∙ 0 ∙ share

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Joint Data Compression and MAC Protocol Design for Smartgrids with Renewable Energy

In this paper, we consider the joint design of data compression and 802....
06/15/2016 ∙ by Le Thanh Tan, et al. ∙ 0 ∙ share

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Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch

Deep neural networks (DNNs) have shown phenomenal success in a wide rang...
02/21/2018 ∙ by João Monteiro, et al. ∙ 0 ∙ share

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Reproducing AmbientGAN: Generative models from lossy measurements

In recent years, Generative Adversarial Networks (GANs) have shown subst...
10/23/2018 ∙ by Mehdi Ahmadi, et al. ∙ 0 ∙ share

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HetNets Coverage Modeling and Analysis Over Fox's H-Fading Channels

This paper embodies the Fox's H-transform theory into a unifying modeli...
02/13/2019 ∙ by Imene Trigui, et al. ∙ 0 ∙ share

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Non-intrusive speech quality assessment using neural networks

Estimating the perceived quality of an audio signal is critical for many...
03/16/2019 ∙ by Anderson R. Avila, et al. ∙ 0 ∙ share

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Joint Data compression and Computation offloading in Hierarchical Fog-Cloud Systems

Data compression has the potential to significantly improve the computat...
03/17/2019 ∙ by Ti Ti Nguyen, et al. ∙ 0 ∙ share

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A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art

Driven by the emergence of new compute-intensive applications and the vi...
06/20/2019 ∙ by Quoc-Viet Pham, et al. ∙ 0 ∙ share

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Computation Offloading and Resource Allocation for Backhaul Limited Cooperative MEC Systems

In this paper, we jointly optimize computation offloading and resource a...
06/23/2019 ∙ by Phuong-Duy Nguyen, et al. ∙ 0 ∙ share

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Channel Estimation, Interference Cancellation, and Symbol Detection for Communications on Overlapping Channels

In this paper, we propose the joint channel estimation, interference can...
12/04/2019 ∙ by Minh Tri Nguyen, et al. ∙ 0 ∙ share

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ANN-Based Detection in MIMO-OFDM Systems with Low-Resolution ADCs

In this paper, we propose a multi-layer artificial neural network (ANN) ...
01/31/2020 ∙ by Shabnam Rezaei, et al. ∙ 0 ∙ share

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Improving out-of-distribution generalization via multi-task self-supervised pretraining

Self-supervised feature representations have been shown to be useful for...
03/30/2020 ∙ by Isabela Albuquerque, et al. ∙ 0 ∙ share

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A Study of Blockchain Oracles

The limitation with smart contracts is that they cannot access external ...
03/19/2020 ∙ by Abdeljalil Beniiche, et al. ∙ 0 ∙ share

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Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges

Mobile edge computing (MEC) has been envisioned as a promising paradigm ...
04/05/2021 ∙ by Dinh C Nguyen, et al. ∙ 0 ∙ share

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Improving the Algorithm of Deep Learning with Differential Privacy

In this paper, an adjustment to the original differentially private stoc...
07/12/2021 ∙ by Mehdi Amian, et al. ∙ 0 ∙ share

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Université INRS

Featured Researchers

Long Bao Le

João Monteiro

Imene Trigui

Isabela Albuquerque

Tiago H. Falk

Sofiene Affes

Vu Nguyen Ha

João Felipe Santos

Zahid Akhtar

Thanh-Dung Le

Anderson R. Avila

Deep Complex Networks

Joint Data Compression and MAC Protocol Design for Smartgrids with Renewable Energy

Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch

Reproducing AmbientGAN: Generative models from lossy measurements

HetNets Coverage Modeling and Analysis Over Fox's H-Fading Channels

Non-intrusive speech quality assessment using neural networks

Joint Data compression and Computation offloading in Hierarchical Fog-Cloud Systems

A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art

Computation Offloading and Resource Allocation for Backhaul Limited Cooperative MEC Systems

Channel Estimation, Interference Cancellation, and Symbol Detection for Communications on Overlapping Channels

ANN-Based Detection in MIMO-OFDM Systems with Low-Resolution ADCs

Improving out-of-distribution generalization via multi-task self-supervised pretraining

A Study of Blockchain Oracles

Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges

Improving the Algorithm of Deep Learning with Differential Privacy