default author photo

Gustavo H. Rosa

University of São Paulo (USP)

SCHOLARLY PAPERS

3

DOWNLOADS

155

TOTAL CITATIONS

0

Scholarly Papers (3)

Actions:
Email selected abstracts
1.

A Comprehensive Study Among Distance Measures on Supervised Optimum-Path Forest Classification

Number of pages: 29 Posted: 30 Sep 2022
Gustavo H. Rosa, Mateus Roder, Leandro Aparecido Passos and João P. Papa
University of São Paulo (USP), affiliation not provided to SSRN, University of Wolverhampton and University of São Paulo (USP)
Downloads 57 (989,921)

Abstract:

Loading...

Metric learning, Supervised Learning, Optimum-Path Forest

2.

Which Generative Adversarial Network Yields High-Quality

Number of pages: 15 Posted: 16 Apr 2022
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro Aparecido Passos and Dinesh Kumar
University of São Paulo (USP), University of São Paulo (USP), University of São Paulo (USP), University of São Paulo (USP), University of Melbourne, University of Wolverhampton and Royal Melbourne Institute of Technology (RMIT University) - School of Engineering
Downloads 50 (1,086,013)

Abstract:

Loading...

Age-Related Macular Degeneration, Data Augmentation, Generative Adversarial Networks

3.

Natural Language Generation with Similarity-Based Adversarial Learning

Number of pages: 34 Posted: 14 Oct 2022
Gustavo H. Rosa and João P. Papa
University of São Paulo (USP) and University of São Paulo (USP)
Downloads 48 (1,097,529)

Abstract:

Loading...

Natural Language Processing, machine learning, Natural Language Generation, Generative Adversarial Networks, Siamese Networks