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ORCIDMarcelo M. Gauy
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2020 – today
- 2024
[i9]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 abs/2405.17569 (2024)- [i8]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 abs/2407.20989 (2024) - 2023
- [c6]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: 271-275 - [i7]Marcelo Matheus Gauy, Marcelo Finger:
Acoustic models of Brazilian Portuguese Speech based on Neural Transformers. CoRR abs/2312.09265 (2023) - 2022
- [c5]Marcelo Matheus Gauy, Marcelo Finger:
Pretrained Audio Neural Networks for Speech Emotion Recognition in Portuguese. SE&R@PROPOR 2022: 15-24 - [i6]Marcelo Matheus Gauy, Marcelo Finger:
Audio MFCC-gram Transformers for respiratory insufficiency detection in COVID-19. CoRR abs/2210.14085 (2022) - [i5]Marcelo Matheus Gauy, Marcelo Finger:
Pretrained audio neural networks for Speech emotion recognition in Portuguese. CoRR abs/2210.14716 (2022) - 2021
- [c4]David Kohan Marzagão, Luciana Basualdo Bonatto, Tiago Madeira, Marcelo Matheus Gauy, Peter McBurney:
The Influence of Memory in Multi-Agent Consensus. AAAI 2021: 11254-11262 - [i4]David Kohan Marzagão, Luciana Basualdo Bonatto, Tiago Madeira, Marcelo Matheus Gauy, Peter McBurney:
The Influence of Memory in Multi-Agent Consensus. CoRR abs/2105.04666 (2021)
2010 – 2019
- 2019
- [j5]Felix Weissenberger, Marcelo Matheus Gauy, Xun Zou, Angelika Steger:
Mutual Inhibition with Few Inhibitory Cells via Nonlinear Inhibitory Synaptic Interaction. Neural Comput. 31(11): 2252-2265 (2019) - [j4]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: 150-170 (2019) - [c3]Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika, Anders Martinsson, Angelika Steger:
Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning. ICML 2019: 604-613 - [i3]Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika, Anders Martinsson, Angelika Steger:
Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning. CoRR abs/1902.03993 (2019) - [i2]Florian Meier, Asier Mujika, Marcelo Matheus Gauy, Angelika Steger:
Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions. CoRR abs/1910.05268 (2019) - 2018
- [c2]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: 1491-1498 - [i1]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 abs/1808.05566 (2018) - 2017
- [j3]Marcelo M. Gauy, Hiêp Hàn, Igor C. Oliveira:
Erdős-Ko-Rado for Random Hypergraphs: Asymptotics and Stability. Comb. Probab. Comput. 26(3): 406-422 (2017) - [j2]Hafsteinn Einarsson, Marcelo M. Gauy, Johannes Lengler, Angelika Steger:
A Model of Fast Hebbian Spike Latency Normalization. Frontiers Comput. Neurosci. 11: 33 (2017) - [j1]Marcelo Matheus Gauy, Florian Meier, Angelika Steger:
Multiassociative Memory: Recurrent Synapses Increase Storage Capacity. Neural Comput. 29(5): 1375-1405 (2017) - [c1]David Kohan Marzagão, Josh Murphy, Anthony P. Young, Marcelo Matheus Gauy, Michael Luck, Peter McBurney, Elizabeth Black:
Team Persuasion. TAFA 2017: 159-174
Coauthor Index
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