no code implementations • 20 Dec 2022 • Gustavo Henrique de Rosa, João Paulo Papa
This work presents a thorough review concerning recent studies and text generation advancements using Generative Adversarial Networks.
no code implementations • 6 Oct 2022 • Ganesh Jawahar, Subhabrata Mukherjee, Debadeepta Dey, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Caio Cesar Teodoro Mendes, Gustavo Henrique de Rosa, Shital Shah
In this work, we study the more challenging open-domain setting consisting of low frequency user prompt patterns (or broad prompts, e. g., prompt about 93rd academy awards) and demonstrate the effectiveness of character-based language models.
1 code implementation • 8 Feb 2022 • Gustavo Henrique de Rosa, Mateus Roder, João Paulo Papa
Machine Learning has attracted considerable attention throughout the past decade due to its potential to solve far-reaching tasks, such as image classification, object recognition, anomaly detection, and data forecasting.
1 code implementation • 16 Mar 2020 • Mateus Roder, Gustavo Henrique de Rosa, João Paulo Papa
Throughout the last years, machine learning techniques have been broadly encouraged in the context of deep learning architectures.
1 code implementation • 28 Jan 2020 • Gustavo Henrique de Rosa, João Paulo Papa, Alexandre Xavier Falcão
Machine learning techniques have been paramount throughout the last years, being applied in a wide range of tasks, such as classification, object recognition, person identification, and image segmentation.
no code implementations • 2018 International Joint Conference on Neural Networks (IJCNN) 2018 • Danillo Roberto Pereira, Pedro P. Rebouc¸as Filho, Gustavo Henrique de Rosa, Joao Paulo Papa, Victor Hugo C. de Albuquerque
Stroke is an injury that affects the brain tissue, mainly caused by changes in the blood supply to a particular region of the brain.
Ranked #1 on Stroke Classification on CT Lesion Stroke Dataset