Oyebade K. Oyedotun

27 papers A 1B 4Misc 3Journal 14Unranked 5

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