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Claudio Santos
Claudio Santos
Other namesClaudio F G Santos, Claudio Dos Santos, Claudio Filipi Gonçalves dos Santos
Verified email at ufscar.br - Homepage
Title
Cited by
Cited by
Year
Avoiding overfitting: A survey on regularization methods for convolutional neural networks
CFGD Santos, JP Papa
ACM Computing Surveys (CSUR) 54 (10s), 1-25, 2022
1112022
Gait recognition based on deep learning: A survey
C Filipi Gonçalves dos Santos, DS Oliveira, L A. Passos, ...
ACM Computing Surveys (CSUR) 55 (2), 1-34, 2022
35*2022
MaxDropout: deep neural network regularization based on maximum output values
CFG do Santos, D Colombo, M Roder, JP Papa
2020 25th International Conference on Pattern Recognition (ICPR), 2671-2676, 2021
122021
Image denoising using attention-residual convolutional neural networks
RG Pires, DFS Santos, CFG Santos, MCS Santana, JP Papa
2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2020
122020
A hybrid approach for breast mass categorization
LA Passos, C Santos, CR Pereira, LCS Afonso, JP Papa
VipIMAGE 2019: Proceedings of the VII ECCOMAS Thematic Conference on …, 2019
92019
Normalizing images is good to improve computer-assisted COVID-19 diagnosis
CFG dos Santos, LA Passos, MC de Santana, JP Papa
Data science for COVID-19, 51-62, 2021
62021
Does removing pooling layers from convolutional neural networks improve results?
CFG Santos, TP Moreira, D Colombo, JP Papa
SN Computer Science 1, 1-10, 2020
52020
Does pooling really matter? an evaluation on gait recognition
CFG dos Santos, TP Moreira, D Colombo, JP Papa
Iberoamerican congress on pattern recognition, 751-760, 2019
42019
Visual Question Answering: A Survey on Techniques and Common Trends in Recent Literature
ACAM de Faria, FC Bastos, JVNA da Silva, VL Fabris, VS Uchoa, ...
arXiv preprint arXiv:2305.11033, 2023
32023
BreastNet: breast cancer categorization using convolutional neural networks
C Santos, L Afonso, C Pereira, J Papa
2020 IEEE 33rd International Symposium on Computer-Based Medical Systems …, 2020
32020
Maxdropoutv2: An improved method to drop out neurons in convolutional neural networks
CFG Santos, M Roder, LA Passos, JP Papa
Iberian Conference on Pattern Recognition and Image Analysis, 271-282, 2022
22022
Improving pre-trained weights through meta-heuristics fine-tuning
GH De Rosa, M Roder, JP Papa, CFG Dos Santos
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2021
22021
eXplainable Artificial Intelligence on Medical Images: A Survey
MVS da Silva, RR Arrais, JVS da Silva, FS Tânios, MA Chinelatto, ...
arXiv preprint arXiv:2305.07511, 2023
12023
Efficient Brazilian Sign Language Recognition: A Study on Mobile Devices
VL Fabris, F de Castro Bastos, ACAM de Faria, JVNA da Silva, PA Luiz, ...
Iberoamerican Congress on Pattern Recognition, 406-419, 2023
2023
Survey on software ISP methods based on Deep Learning
MHM da Silva, JVS da Silva, RR Arrais, WBGA Neto, LT Lopes, GA Bileki, ...
arXiv preprint arXiv:2305.11994, 2023
2023
Neurosymbolic AI and its Taxonomy: a survey
W Gibaut, L Pereira, F Grassiotto, A Osorio, E Gadioli, A Munoz, S Gomes, ...
arXiv preprint arXiv:2305.08876, 2023
2023
eXplainable Artificial Intelligence on Medical Images: A Survey (preprint)
MVS da Silva, RR Arrais, JVS da Silva, FS Tânios, MA Chinelatto, ...
2023
Rethinking Regularization with Random Label Smoothing
CFG dos Santos, JP Papa
2022
Avoiding overfiting: new algorithms to improve generalisation in convolutional neural networks
CFG Santos
Universidade Federal de São Carlos, 2022
2022
Optical character recognition using deep learning
CFG Santos
Universidade Estadual Paulista (Unesp), 2018
2018
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