Marcelo Matheus Gauy

22 papers A* 2A 2B 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fine-tuning Pre-trained Audio Models for COVID-19 Detection: A Technical Report.
CoRR
Daniel Oliveira de Brito, Letícia Gabriella de Souza, Marcelo Matheus Gauy, Marcelo Finger, Arnaldo Cândido Jr.
2025 J jnl
Voter Model Meets Rumour Spreading: A Study of Consensus Protocols on Graphs with Agnostic Nodes [Extended Version].
CoRR
Marcelo Matheus Gauy, Anna Abramishvili, Eduardo Colli, Tiago Madeira, Frederik Mallmann-Trenn, Vinícius Franco Vasconcelos, David Kohan Marzagão
2025 A conf
Voter Model Meets Rumour Spreading: A Study of Consensus Protocols on Graphs with Agnostic Nodes.
AAMAS
Marcelo Matheus Gauy, Anna Abramishvili, Eduardo Colli, Tiago Madeira, Frederik Mallmann-Trenn, Vinícius Franco Vasconcelos, David Kohan Marzagão
2024 J jnl
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation.
CoRR
Marcelo Matheus Gauy, Natalia Hitomi Koza, Ricardo Mikio Morita, Gabriel Rocha Stanzione, Arnaldo Cândido Júnior, Larissa Cristina Berti, Anna Sara Shafferman Levin, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger
2024 J jnl
Discriminant audio properties in deep learning based respiratory insufficiency detection in Brazilian Portuguese.
CoRR
Marcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Cândido Jr., Augusto Camargo Neto, Alfredo Goldman, Anna Sara Shafferman Levin, Marcus Martins, Beatriz Raposo de Medeiros, Marcelo Queiroz, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger
2023 J jnl
Acoustic models of Brazilian Portuguese Speech based on Neural Transformers.
CoRR
Marcelo Matheus Gauy, Marcelo Finger
2023 B conf
Discriminant Audio Properties in Deep Learning Based Respiratory Insufficiency Detection in Brazilian Portuguese.
AIME
Marcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Cândido Jr., Augusto Camargo Neto, Alfredo Goldman, Anna Sara Shafferman Levin, Marcus Martins, Beatriz Raposo de Medeiros, Marcelo Queiroz, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger
2022 J jnl
Audio MFCC-gram Transformers for respiratory insufficiency detection in COVID-19.
CoRR
Marcelo Matheus Gauy, Marcelo Finger
2022 — conf
Pretrained Audio Neural Networks for Speech Emotion Recognition in Portuguese.
SE&R@PROPOR
Marcelo Matheus Gauy, Marcelo Finger
2022 J jnl
Pretrained audio neural networks for Speech emotion recognition in Portuguese.
CoRR
Marcelo Matheus Gauy, Marcelo Finger
2021 — conf
Audio MFCC-gram Transformers for respiratory insufficiency detection in COVID-19.
STIL
Marcelo Matheus Gauy, Marcelo Finger
2021 A* conf
The Influence of Memory in Multi-Agent Consensus.
AAAI
David Kohan Marzagão, Luciana Basualdo Bonatto, Tiago Madeira, Marcelo Matheus Gauy, Peter McBurney
2021 J jnl
The Influence of Memory in Multi-Agent Consensus.
CoRR
David Kohan Marzagão, Luciana Basualdo Bonatto, Tiago Madeira, Marcelo Matheus Gauy, Peter McBurney
2019 J jnl
Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions.
CoRR
Florian Meier, Asier Mujika, Marcelo Matheus Gauy, Angelika Steger
2019 J jnl
Mutual Inhibition with Few Inhibitory Cells via Nonlinear Inhibitory Synaptic Interaction.
Neural Comput.
Felix Weissenberger, Marcelo Matheus Gauy, Xun Zou, Angelika Steger
2019 A* conf
Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning.
ICML
Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika, Anders Martinsson, Angelika Steger
2019 J jnl
Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning.
CoRR
Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika, Anders Martinsson, Angelika Steger
2019 J jnl
The linear hidden subset problem for the (1 + 1) EA with scheduled and adaptive mutation rates.
Theor. Comput. Sci.
Hafsteinn Einarsson, Marcelo Matheus Gauy, Johannes Lengler, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger
2018 A conf
The linear hidden subset problem for the (1 + 1) EA with scheduled and adaptive mutation rates.
GECCO
Hafsteinn Einarsson, Johannes Lengler, Marcelo Matheus Gauy, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger
2018 J jnl
The linear hidden subset problem for the (1+1) EA with scheduled and adaptive mutation rates.
CoRR
Hafsteinn Einarsson, Marcelo Matheus Gauy, Johannes Lengler, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger
2017 J jnl
Multiassociative Memory: Recurrent Synapses Increase Storage Capacity.
Neural Comput.
Marcelo Matheus Gauy, Florian Meier, Angelika Steger
2017 — conf
Team Persuasion.
TAFA
David Kohan Marzagão, Josh Murphy, Anthony P. Young, Marcelo Matheus Gauy, Michael Luck, Peter McBurney, Elizabeth Black