Oyebade K. Oyedotun

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 27

Top Topics

Gesture Recognition

Number Of Hidden Units

Top Venues

Int. J. Appl. Pattern Recognit.

Publications

Inder Pal Singh, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains. CoRR (2023)
Oyebade K. Oyedotun, Konstantinos Papadopoulos, Djamila Aouada
A new perspective for understanding generalization gap of deep neural networks trained with large batch sizes. Appl. Intell. 53 (12) (2023)
Oyebade K. Oyedotun, Kassem Al Ismaeil, Djamila Aouada
Why Is Everyone Training Very Deep Neural Network With Skip Connections? IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Oyebade K. Oyedotun, Djamila Aouada
A Closer Look at Autoencoders for Unsupervised Anomaly Detection. ICASSP (2022)
Inder Pal Singh, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada
Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN). ICIP (2022)
Oyebade K. Oyedotun, Konstantinos Papadopoulos, Djamila Aouada
A New Perspective for Understanding Generalization Gap of Deep Neural Networks Trained with Large Batch Sizes. CoRR (2022)
Mohamed Adel Musallam, Kassem Al Ismaeil, Oyebade K. Oyedotun, Marcos Damian Perez, Michel Poucet, Djamila Aouada
SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment. CoRR (2021)
Oyebade K. Oyedotun, Kassem Al Ismaeil, Djamila Aouada
Training very deep neural networks: Rethinking the role of skip connections. Neurocomputing 441 (2021)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Deep network compression with teacher latent subspace learning and LASSO. Appl. Intell. 51 (2) (2021)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Revisiting the Training of Very Deep Neural Networks without Skip Connections. ICPR (2020)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Going Deeper With Neural Networks Without Skip Connections. ICIP (2020)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Improved Highway Network Block for Training Very Deep Neural Networks. IEEE Access 8 (2020)
Oyebade K. Oyedotun, Djamila Aouada
Why Do Deep Neural Networks with Skip Connections and Concatenated Hidden Representations Work? ICONIP (3) (2020)
Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten
Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO. WACV (2020)
Konstantinos Papadopoulos, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten
DeepVI: A Novel Framework for Learning Deep View-Invariant Human Action Representations using a Single RGB Camera. FG (2020)
Ebenezer O. Olaniyi, Oyebade K. Oyedotun, Clement A. Ogunlade, Adnan Khashman
In-line grading system for mango fruits using GLCM feature extraction and soft-computing techniques. Int. J. Appl. Pattern Recognit. 6 (1) (2019)
Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten
Learning to Fuse Latent Representations for Multimodal Data. ICASSP (2019)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Highway Network Block With Gates Constraints for Training Very Deep Networks. CVPR Workshops (2018)
Oyebade K. Oyedotun, Adnan Khashman
Prototype-Incorporated Emotional Neural Network. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Improving the Capacity of Very Deep Networks with Maxout Units. ICASSP (2018)
Oyebade K. Oyedotun, Adnan Khashman
Deep learning in vision-based static hand gesture recognition. Neural Comput. Appl. 28 (12) (2017)
Abd El Rahman Shabayek, Renato Baptista, Konstantinos Papadopoulos, Girum G. Demisse, Oyebade K. Oyedotun, Michel Antunes, Djamila Aouada, Björn E. Ottersten, Margarita Anastassova, Mehdi Boukallel, Sabrina A. Panëels, Gary Randall, Mathilde André, Alice Douchet, Stéphane Bouilland, Leire Ortiz-Fernández
STARR - Decision SupporT and self-mAnagement system for stRoke survivoRs Vision based Rehabilitation System. EPS (2017)
Oyebade K. Oyedotun, Ebenezer O. Olaniyi, Adnan Khashman
A simple and practical review of over-fitting in neural network learning. Int. J. Appl. Pattern Recognit. 4 (4) (2017)
Oyebade K. Oyedotun, Adnan Khashman
Iris nevus diagnosis: convolutional neural network and deep belief network. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Oyebade K. Oyedotun, Girum G. Demisse, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Facial Expression Recognition via Joint Deep Learning of RGB-Depth Map Latent Representations. ICCV Workshops (2017)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Training Very Deep Networks via Residual Learning with Stochastic Input Shortcut Connections. ICONIP (2) (2017)
Oyebade K. Oyedotun, Adnan Khashman
Document segmentation using textural features summarization and feedforward neural network. Appl. Intell. 45 (1) (2016)