Marcelo Matheus Gauy

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Storage Capacity

Brazilian Portuguese

Acoustic Models

Top Venues

Publications

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
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation. CoRR (2024)
Marcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Candido 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
Discriminant audio properties in deep learning based respiratory insufficiency detection in Brazilian Portuguese. CoRR (2024)
Marcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Candido 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
Discriminant Audio Properties in Deep Learning Based Respiratory Insufficiency Detection in Brazilian Portuguese. AIME (2023)
Marcelo Matheus Gauy, Marcelo Finger
Acoustic models of Brazilian Portuguese Speech based on Neural Transformers. CoRR (2023)
Marcelo Matheus Gauy, Marcelo Finger
Pretrained Audio Neural Networks for Speech Emotion Recognition in Portuguese. SE&R@PROPOR (2022)
Marcelo Matheus Gauy, Marcelo Finger
Audio MFCC-gram Transformers for respiratory insufficiency detection in COVID-19. CoRR (2022)
Marcelo Matheus Gauy, Marcelo Finger
Pretrained audio neural networks for Speech emotion recognition in Portuguese. CoRR (2022)
David Kohan Marzagão, Luciana Basualdo Bonatto, Tiago Madeira, Marcelo Matheus Gauy, Peter McBurney
The Influence of Memory in Multi-Agent Consensus. AAAI (2021)
David Kohan Marzagão, Luciana Basualdo Bonatto, Tiago Madeira, Marcelo Matheus Gauy, Peter McBurney
The Influence of Memory in Multi-Agent Consensus. CoRR (2021)
Florian Meier, Asier Mujika, Marcelo Matheus Gauy, Angelika Steger
Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions. CoRR (2019)
Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika, Anders Martinsson, Angelika Steger
Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning. ICML (2019)
Felix Weissenberger, Marcelo Matheus Gauy, Xun Zou, Angelika Steger
Mutual Inhibition with Few Inhibitory Cells via Nonlinear Inhibitory Synaptic Interaction. Neural Comput. 31 (11) (2019)
Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika, Anders Martinsson, Angelika Steger
Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning. CoRR (2019)
Hafsteinn Einarsson, Marcelo Matheus Gauy, Johannes Lengler, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger
The linear hidden subset problem for the (1 + 1) EA with scheduled and adaptive mutation rates. Theor. Comput. Sci. 785 (2019)
Hafsteinn Einarsson, Johannes Lengler, Marcelo Matheus Gauy, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger
The linear hidden subset problem for the (1 + 1) EA with scheduled and adaptive mutation rates. GECCO (2018)
Hafsteinn Einarsson, Marcelo Matheus Gauy, Johannes Lengler, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger
The linear hidden subset problem for the (1+1) EA with scheduled and adaptive mutation rates. CoRR (2018)
Marcelo Matheus Gauy, Florian Meier, Angelika Steger
Multiassociative Memory: Recurrent Synapses Increase Storage Capacity. Neural Comput. 29 (5) (2017)
David Kohan Marzagão, Josh Murphy, Anthony P. Young, Marcelo Matheus Gauy, Michael Luck, Peter McBurney, Elizabeth Black
Team Persuasion. TAFA (2017)