| 2025 | ICMLA | Causal Autoencoder-like Generation of Feedback Fuzzy Cognitive Maps with an LLM Agent. | Akash Kumar Panda, Olaoluwa Adigun, Bart Kosko |
| 2024 | ICMLA | Training Deep Neural Classifiers with Soft Diamond Regularizers. | Olaoluwa Adigun, Bart Kosko |
| 2024 | IJCNN | Bidirectional Variational Autoencoders. | Bart Kosko, Olaoluwa Adigun |
| 2023 | ICMLA | Bidirectional Backpropagation Autoencoding Networks for Image Compression and Denoising. | Olaoluwa Adigun, Bart Kosko |
| 2023 | SMC | Hidden Priors for Bayesian Bidirectional Backpropagation. | Olaoluwa Adigun, Bart Kosko |
| 2022 | ICMLA | Deeper Bidirectional Neural Networks with Generalized Non-Vanishing Hidden Neurons. | Olaoluwa Adigun, Bart Kosko |
| 2022 | IGARSS | Location Aware Super-Resolution for Satellite Data Fusion. | Olaoluwa Adigun, Peder A. Olsen, Ranveer Chandra |
| 2021 | ICMLA | Bidirectional Backpropagation for High-Capacity Blocking Networks. | Olaoluwa Adigun, Bart Kosko |
| 2021 | ICMLA | Deeper Neural Networks with Non-Vanishing Logistic Hidden Units: NoVa vs. ReLU Neurons. | Olaoluwa Adigun, Bart Kosko |
| 2021 | IJCNN | Bayesian Bidirectional Backpropagation Learning. | Olaoluwa Adigun, Bart Kosko |
| 2020 | ICML | Optimizing Black-box Metrics with Adaptive Surrogates. | Qijia Jiang, Olaoluwa Adigun, Harikrishna Narasimhan, Mahdi Milani Fard, Maya R. Gupta |
| 2020 | IJCNN | High Capacity Neural Block Classifiers with Logistic Neurons and Random Coding. | Olaoluwa Adigun, Bart Kosko |
| 2018 | ICMLA | Training Generative Adversarial Networks with Bidirectional Backpropagation. | Olaoluwa Adigun, Bart Kosko |
| 2017 | IJCNN | Using noise to speed up video classification with recurrent backpropagation. | Olaoluwa Adigun, Bart Kosko |