Olaoluwa Adigun

University of Southern California, Los Angeles

Research Expertise

Deep Learning
Probabilistic modeling
Nonlinear Signal Processing
Machine learning
Artificial Intelligence
Cognitive Neuroscience
Human-Computer Interaction
Software
Control and Systems Engineering
Electrical and Electronic Engineering
Computer Science Applications

Legacy Map

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Publications

Noise-boosted bidirectional backpropagation and adversarial learning
Neural Networks
2019
Bidirectional Backpropagation
IEEE Transactions on Systems, Man, and Cybernetics: Systems
2020
Using noise to speed up video classification with recurrent backpropagation
2017 International Joint Conference on Neural Networks (IJCNN)
2017
A New Black Box Attack Generating Adversarial Examples Based on Reinforcement Learning
2020 Information Communication Technologies Conference (ICTC)
2020
Bayesian Bidirectional Backpropagation Learning
2021 International Joint Conference on Neural Networks (IJCNN)
2021
Training Generative Adversarial Networks with Bidirectional Backpropagation
2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA)
2018
Deeper Neural Networks with Non-Vanishing Logistic Hidden Units: NoVa vs. ReLU Neurons
2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)
2021
High Capacity Neural Block Classifiers with Logistic Neurons and Random Coding
2020 International Joint Conference on Neural Networks (IJCNN)
2020
Bidirectional Backpropagation for High-Capacity Blocking Networks
2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)
2021
Noise-boosted recurrent backpropagation
Neurocomputing
2023
Hidden Priors for Bayesian Bidirectional Backpropagation
2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2023
Deeper Bidirectional Neural Networks with Generalized Non-Vanishing Hidden Neurons
2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA)
2022
Location Aware Super-Resolution for Satellite Data Fusion
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium
2022

Education

University of Southern California

Doctorate, Electrical and Computer Engineering

CA

Obafemi Awolowo University

B. S., Electronics and Electrical Engineering

Ile-Ife

University of Southern California

M. Sc., Electrical Engineering

Los Angeles, California, United States of America

Experience

University of Southern California

Postdoctoral Researcher / August, 2022Present

Microsoft Research

Research Intern / May, 2020August, 2020

Research Intern

Research Intern / May, 2019August, 2019

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