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Proceedings - 3rd International Conference on Information Systems and Software Technologies, ICI2ST 2022(2)
Proceedings 3rd International Conference on Information Systems and Software Technologies Ici2st 2022(2)
Communications in Computer and Information Science(1)
IEEE Access(1)
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Métodos informáticos especiales(3)
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ODS 9: Industria, innovación e infraestructura(4)
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scopus(4)
Deep Learning Approaches Based on Transformer Architectures for Image Captioning Tasks
ArticleAbstract: This paper focuses on visual attention, a state-of-the-art approach for image captioning tasks withiPalabras claves:Artificial intelligence, Computer Vision, Image captioning, Supervised learning, visual attentionAutores:Israel Pineda, Lim W., Manuel Eugenio Morocho-Cayamcela, Roberto Castro IzurietaFuentes:googlescopusAn Efficient Deep Q-learning Strategy for Sequential Decision-making in Game-playing
Conference ObjectAbstract: This paper presents a deep reinforcement learning model that efficiently learns a sequential decisioPalabras claves:Artificial Intelligence, deep Q-learning, game-playing, Reinforcement learning, sequential decision-makingAutores:Israel Pineda, Kevin Cardenas, Manuel Eugenio Morocho-Cayamcela, Morocho-Cayamcela M.E., Oscar ChangFuentes:googlescopusHyperparameter Tuning over an Attention Model for Image Captioning
Conference ObjectAbstract: Considering the historical trajectory and evolution of image captioning as a research area, this papPalabras claves:Artificial intelligence, Computer Vision, Image captioning, Supervised learning, visual attentionAutores:Israel Pineda, Manuel Eugenio Morocho-Cayamcela, Roberto Castro IzurietaFuentes:googlescopusIdentifying Defective Fruits and Vegetables with Hyper-spectral Images: A Brief Tutorial
Conference ObjectAbstract: Horticulture is the branch of agriculture that addresses the crop of fruits and vegetables. This artPalabras claves:Computational agriculture, hyper-spectral imaging, image binarization, Image enhancement, image filteringAutores:Israel Pineda, Manuel Eugenio Morocho-Cayamcela, Morocho-Cayamcela M.E., Saul FigueroaFuentes:googlescopus