Jo Plested

According to our database, Jo Plested authored at least 27 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

AMF: Adaptable Weighting Fusion with Multiple Fine-tuning for Image Classification.

Xuyang Shen, Jo Plested, Sabrina B. Caldwell, Yiran Zhong, Tom Gedeon

CoRR, 2022

Deep transfer learning for image classification: a survey.

Jo Plested, Tom Gedeon

CoRR, 2022

Developing Imperceptible Adversarial Patches to Camouflage Military Assets From Computer Vision Enabled Technologies.

Christopher Wise, Jo Plested

CoRR, 2022

FERM: A FEature-space Representation Measure for Improved Model Evaluation.

Yeu-Shin Fu, Wenbo Ge, Jo Plested

Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

2021

Feature Selection on Thermal-stress Dataset.

Xuyang Shen, Jo Plested, Tom Gedeon

CoRR, 2021

Non-binary deep transfer learning for imageclassification.

Jo Plested, Xuyang Shen, Tom Gedeon

CoRR, 2021

Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space.

Xuyang Shen, Jo Plested, Sabrina B. Caldwell, Tom Gedeon

Proceedings of the International Joint Conference on Neural Networks, 2021

Rethinking Binary Hyperparameters for Deep Transfer Learning.

Jo Plested, Xuyang Shen, Tom Gedeon

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Information-preserving feature filter for short-term EEG signals.

Yue Yao, Josephine Plested, Tom Gedeon

Neurocomputing, 2020

Exploring the Correlation Between Random Convolutional Architectures and the Trained Equivalent.

Nicholas Evans, Jo Plested, Tom Gedeon

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

MultiTune: Adaptive Integration of Multiple Fine-Tuning Models for Image Classification.

Yu Wang, Jo Plested, Tom Gedeon

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Pairwise-GAN: Pose-Based View Synthesis Through Pair-Wise Training.

Xuyang Shen, Jo Plested, Yue Yao, Tom Gedeon

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Declarative Residual Network for Robust Facial Expression Recognition.

Ruikai Cui, Josephine Plested, Jiaxu Liu

Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019

Classification of Human?s Perception of Manipulated and Unmanipulated Digital Images Using Neural Network with Network Reduction Techniques.

Zirui Tan, Jo Plested

Aust. J. Intell. Inf. Process. Syst., 2019

GAN-SMOTE: A Generative Adversarial Network approach to Synthetic Minority Oversampling.

Mitchell Scott, Jo Plested

Aust. J. Intell. Inf. Process. Syst., 2019

Structure simplification of neural network for smile classification.

Shu Liu, Jo Plested

Aust. J. Intell. Inf. Process. Syst., 2019

Training Stage Optimisation for Neural Network Operating in the Resource Constrained Environment.

Mansoor Ali Halari, Jo Plested

Aust. J. Intell. Inf. Process. Syst., 2019

Improved Techniques for Building EEG Feature Filters.

Yue Yao, Josephine Plested, Tom Gedeon, Yuchi Liu, Zhengjie Wang

Proceedings of the International Joint Conference on Neural Networks, 2019

Generalized Alignment for Multimodal Physiological Signal Learning.

Yuchi Liu, Yue Yao, Zhengjie Wang, Josephine Plested, Tom Gedeon

Proceedings of the International Joint Conference on Neural Networks, 2019

Using an Evolutionary Algorithm to Optimize the Hyper-parameters of a Cascading Neural Network.

Angus Vos, Jo Plested

Proceedings of the Neural Information Processing - 26th International Conference, 2019

An Analysis of the Interaction Between Transfer Learning Protocols in Deep Neural Networks.

Jo Plested, Tom Gedeon

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Using Evolutionary Algorithms for Hyperparameter Tuning and Network Reduction Techniques to Classify Core Porosity Classes Based on Petrographical Descriptions.

Tommy Liu, Jo Plested

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Pruning Convolutional Neural Network with Distinctiveness Approach.

Wenrui Li, Jo Plested

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Evaluation on Neural Network Models for Video-Based Stress Recognition.

Alvin Kennardi, Jo Plested

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

A Feature Filter for EEG Using Cycle-GAN Structure.

Yue Yao, Jo Plested, Tom Gedeon

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Deep Feature Learning and Visualization for EEG Recording Using Autoencoders.

Yue Yao, Jo Plested, Tom Gedeon

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Detection of universal cross-cultural depression indicators from the physiological signals of observers.

J. F. Plested, Tamás D. Gedeon, X. Y. Zhu, Abhinav Dhall, Ropar R. Geocke

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017