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A survey on text generation using generative adversarial networks
(2021-11-01)
This work presents a thorough review concerning recent studies and text generation advancements using Generative Adversarial Networks. The usage of adversarial learning for text generation is promising as it provides ...
El sistema penal acusatorio adversarial desde la óptica policial
(ITESO, 2018-03)
El sistema penal acusatorio adversarial desde la óptica policial
(ITESO, 2018-03)
Instance-based defense against adversarial attacks in Deep Reinforcement Learning
Deep Reinforcement Learning systems are now a hot topic in Machine Learning for their effectiveness in many complex tasks, but their application in safety-critical domains (e.g., robot control or self-autonomous driving) ...
A Deep Adversarial Approach Based on Multi-Sensor Fusion for Semi-Supervised Remaining Useful Life Prognostics
(MDPI, 2020)
Multi-sensor systems are proliferating in the asset management industry. Industry 4.0, combined with the Internet of Things (IoT), has ushered in the requirements of prognostics and health management systems to predict the ...
Análise de aprendizado adversarial baseado em similaridade na geração de texto
(Universidade Estadual Paulista (Unesp), 2022-11-22)
Algoritmos de Aprendizado de Máquina têm sido amplamente fomentados nos últimos anos, principalmente devido às suas capacidades discriminativas em problemas de Visão Computacional e Processamento de Linguagem Natural. ...