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Flávio Santos
Associate Professor, Universidade Federal de Pernambuco, Universidade Federal de Pernambuco
Joined
September 2020
Names
Flávio Santos
(Preferred)
,
Flávio Arthur Oliveira Santos
,
Flávio Arthur O. Santos
Emails
****@cin.ufpe.br
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Associate Professor
Universidade Federal de Pernambuco, Universidade Federal de Pernambuco
(cin.ufpe.br)
2024
–
Present
PhD student
Universidade Federal de Pernambuco, Universidade Federal de Pernambuco
(cin.ufpe.br)
2018
–
2023
Advisors, Relations & Conflicts
No relations added
Expertise
Interpretability
2018
–
Present
Adversarial robustness
2018
–
Present
Deep learning
2014
–
Present
Machine learning
2013
–
Present
Publications
Image Classification Understanding with Model Inspector Tool
Flávio Arthur O. Santos
,
Maynara Donato de Souza
,
Pedro Oliveira
,
Leonardo Nogueira Matos
,
Paulo Novais
,
Cleber Zanchettin
Published: 01 Jan 2023, Last Modified: 29 Sept 2023
HAIS 2023
Readers:
Everyone
On the Impact of Interpretability Methods in Active Image Augmentation Method
Flávio Arthur Oliveira Santos
,
Cleber Zanchettin
,
Leonardo Nogueira Matos
,
Paulo Novais
2022 (modified: 25 Apr 2023)
Log. J. IGPL 2022
Readers:
Everyone
Morphological Skip-Gram: Replacing FastText characters n-gram with morphological knowledge
Flávio Arthur O. Santos
,
Thiago Dias Bispo
,
Hendrik Teixeira Macedo
,
Cleber Zanchettin
2021 (modified: 11 Mar 2025)
Inteligencia Artif. 2021
Readers:
Everyone
On the Impact of Interpretability Methods in Active Image Augmentation Method
Flávio Arthur O. Santos
,
Cleber Zanchettin
,
Leonardo Nogueira Matos
,
Paulo Novais
2021 (modified: 11 Mar 2025)
CoRR 2021
Readers:
Everyone
Construction of Brazilian Regulatory Traffic Sign Recognition Dataset
Rafael Silva
,
Bruno O. Prado
,
Leonardo Nogueira Matos
,
Flávio Arthur O. Santos
,
Cleber Zanchettin
,
Paulo Novais
2021 (modified: 30 Mar 2022)
CIARP 2021
Readers:
Everyone
A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks
Flávio Arthur Oliveira Santos
,
Cleber Zanchettin
,
José Vitor Santos Silva
,
Leonardo Nogueira Matos
,
Paulo Novais
2021 (modified: 30 Mar 2022)
HAIS 2021
Readers:
Everyone
On Analysing Similarity Knowledge Transfer by Ensembles
Danilo Pereira
,
Flávio Arthur O. Santos
,
Leonardo Nogueira Matos
,
Paulo Novais
,
Cleber Zanchettin
,
Teresa Bernarda Ludermir
2020 (modified: 11 Mar 2025)
IDEAL (2) 2020
Readers:
Everyone
Morphological Skip-Gram: Using morphological knowledge to improve word representation
Flávio Arthur O. Santos
,
Hendrik T. Macedo
,
Thiago Dias Bispo
,
Cleber Zanchettin
2020 (modified: 11 Mar 2025)
CoRR 2020
Readers:
Everyone
Improving Universal Language Model Fine-Tuning using Attention Mechanism
Flávio Arthur O. Santos
,
Karina L. Ponce-Guevara
,
David Macêdo
,
Cleber Zanchettin
2019 (modified: 11 Mar 2025)
IJCNN 2019
Readers:
Everyone
Active Image Data Augmentation
Flávio Arthur Oliveira Santos
,
Cleber Zanchettin
,
Leonardo Nogueira Matos
,
Paulo Novais
2019 (modified: 11 Mar 2025)
HAIS 2019
Readers:
Everyone
Co-Authors
Bruno O. Prado
Cleber Zanchettin
Danilo Pereira
David Macêdo
Hendrik T. Macedo
Hendrik Teixeira Macedo
José Vitor Santos Silva
Karina L. Ponce-Guevara
Leonardo Nogueira Matos
Maynara Donato de Souza
Paulo Novais
Pedro Oliveira
Rafael Silva
Teresa Bernarda Ludermir
Thiago Dias Bispo