Claudio Filipi Goncalves dos Santos

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Convolutional Neural Networks

Regularization Methods

Top Venues

Publications

Ana Claudia Akemi Matsuki de Faria, Felype de Castro Bastos, Jose Victor Nogueira Alves da Silva, Vitor Lopes Fabris, Valeska de Sousa Uchoa, Décio Gonçalves de Aguiar Neto, Claudio Filipi Goncalves dos Santos
Visual Question Answering: A Survey on Techniques and Common Trends in Recent Literature. CoRR (2023)
Claudio Filipi Goncalves dos Santos, Mateus Roder, Leandro Aparecido Passos, João Paulo Papa
MaxDropoutV2: An Improved Method to Drop Out Neurons in Convolutional Neural Networks. IbPRIA (2022)
Claudio Filipi Goncalves dos Santos, João Paulo Papa
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks. ACM Comput. Surv. 54 (10s) (2022)
Gustavo H. de Rosa, Mateus Roder, João Paulo Papa, Claudio Filipi Goncalves dos Santos
Improving Pre-Trained Weights Through Meta-Heuristics Fine-Tuning. CoRR (2022)
Claudio Filipi Goncalves dos Santos, Mateus Roder, Leandro A. Passos, João P. Papa
MaxDropoutV2: An Improved Method to Drop out Neurons in Convolutional Neural Networks. CoRR (2022)
Gustavo Henrique de Rosa, Mateus Roder, João Paulo Papa, Claudio Filipi Goncalves dos Santos
Improving Pre- Trained Weights through Meta - Heuristics Fine- Tuning. SSCI (2021)
Claudio Filipi Goncalves dos Santos, Thierry Pinheiro Moreira, Danilo Colombo, João Paulo Papa
Does Removing Pooling Layers from Convolutional Neural Networks Improve Results? SN Comput. Sci. 1 (5) (2020)
Claudio Filipi Goncalves dos Santos, Danilo Colombo, Mateus Roder, João Paulo Papa
MaxDropout: Deep Neural Network Regularization Based on Maximum Output Values. ICPR (2020)
Claudio Filipi Goncalves dos Santos, Luis Claudio Sugi Afonso, Clayton Reginaldo Pereira, João Paulo Papa
BreastNet: Breast Cancer Categorization Using Convolutional Neural Networks. CBMS (2020)
Claudio Filipi Goncalves dos Santos, Danilo Colombo, Mateus Roder, João Paulo Papa
MaxDropout: Deep Neural Network Regularization Based on Maximum Output Values. CoRR (2020)
Claudio Filipi Goncalves dos Santos, Thierry Pinheiro Moreira, Danilo Colombo, João Paulo Papa
Does Pooling Really Matter? An Evaluation on Gait Recognition. CIARP (2019)