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Journal Articles
- 2020
[j5]Yue Yao, Josephine Plested, Tom Gedeon
:
Information-preserving feature filter for short-term EEG signals. Neurocomputing 408: 91-99 (2020)- 2019
- [j4]Mitchell Scott, Jo Plested:
GAN-SMOTE: A Generative Adversarial Network approach to Synthetic Minority Oversampling. Aust. J. Intell. Inf. Process. Syst. 15(2): 29-35 (2019) - [j3]Shu Liu, Jo Plested:
Structure simplification of neural network for smile classification. Aust. J. Intell. Inf. Process. Syst. 15(3): 10-18 (2019) - [j2]Zirui Tan, Jo Plested:
Classification of Human?s Perception of Manipulated and Unmanipulated Digital Images Using Neural Network with Network Reduction Techniques. Aust. J. Intell. Inf. Process. Syst. 15(3): 34-40 (2019) - [j1]Mansoor Ali Halari, Jo Plested:
Training Stage Optimisation for Neural Network Operating in the Resource Constrained Environment. Aust. J. Intell. Inf. Process. Syst. 16(4): 17-23 (2019)
Conference and Workshop Papers
- 2022
- [c17]Yeu-Shin Fu, Wenbo Ge, Jo Plested:
FERM: A FEature-space Representation Measure for Improved Model Evaluation. EBeM@IJCAI 2022 - 2021
- [c16]Jo Plested, Xuyang Shen, Tom Gedeon:
Rethinking Binary Hyperparameters for Deep Transfer Learning. ICONIP (2) 2021: 463-475 - [c15]Xuyang Shen, Jo Plested, Sabrina B. Caldwell, Tom Gedeon:
Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space. IJCNN 2021: 1-8 - 2020
- [c14]Ruikai Cui, Josephine Plested, Jiaxu Liu:
Declarative Residual Network for Robust Facial Expression Recognition. ICONIP (4) 2020: 345-352 - [c13]Yu Wang, Jo Plested, Tom Gedeon:
MultiTune: Adaptive Integration of Multiple Fine-Tuning Models for Image Classification. ICONIP (4) 2020: 488-496 - [c12]Xuyang Shen, Jo Plested, Yue Yao, Tom Gedeon:
Pairwise-GAN: Pose-Based View Synthesis Through Pair-Wise Training. ICONIP (4) 2020: 507-515 - [c11]Nicholas Evans, Jo Plested, Tom Gedeon:
Exploring the Correlation Between Random Convolutional Architectures and the Trained Equivalent. IJCNN 2020: 1-6 - 2019
- [c10]Jo Plested, Tom Gedeon:
An Analysis of the Interaction Between Transfer Learning Protocols in Deep Neural Networks. ICONIP (1) 2019: 312-323 - [c9]Alvin Kennardi, Jo Plested:
Evaluation on Neural Network Models for Video-Based Stress Recognition. ICONIP (5) 2019: 440-447 - [c8]Wenrui Li, Jo Plested:
Pruning Convolutional Neural Network with Distinctiveness Approach. ICONIP (5) 2019: 448-455 - [c7]Tommy Liu, Jo Plested:
Using Evolutionary Algorithms for Hyperparameter Tuning and Network Reduction Techniques to Classify Core Porosity Classes Based on Petrographical Descriptions. ICONIP (4) 2019: 750-757 - [c6]Angus Vos, Jo Plested:
Using an Evolutionary Algorithm to Optimize the Hyper-parameters of a Cascading Neural Network. ICONIP (4) 2019: 758-765 - [c5]Yuchi Liu, Yue Yao, Zhengjie Wang, Josephine Plested, Tom Gedeon:
Generalized Alignment for Multimodal Physiological Signal Learning. IJCNN 2019: 1-10 - [c4]Yue Yao, Josephine Plested, Tom Gedeon, Yuchi Liu, Zhengjie Wang:
Improved Techniques for Building EEG Feature Filters. IJCNN 2019: 1-6 - 2018
- [c3]Yue Yao, Jo Plested, Tom Gedeon:
Deep Feature Learning and Visualization for EEG Recording Using Autoencoders. ICONIP (7) 2018: 554-566 - [c2]Yue Yao, Jo Plested, Tom Gedeon:
A Feature Filter for EEG Using Cycle-GAN Structure. ICONIP (7) 2018: 567-576 - 2017
- [c1]J. F. Plested, Tamás D. Gedeon, X. Y. Zhu, Abhinav Dhall, Ropar R. Geocke:
Detection of universal cross-cultural depression indicators from the physiological signals of observers. ACII Workshops 2017: 185-192
Informal and Other Publications
- 2022
- [i7]Christopher Wise, Jo Plested:
Developing Imperceptible Adversarial Patches to Camouflage Military Assets From Computer Vision Enabled Technologies. CoRR abs/2202.08892 (2022) - [i6]Jo Plested, Tom Gedeon:
Deep transfer learning for image classification: a survey. CoRR abs/2205.09904 (2022) - [i5]Xuyang Shen, Jo Plested, Sabrina B. Caldwell, Yiran Zhong, Tom Gedeon:
AMF: Adaptable Weighting Fusion with Multiple Fine-tuning for Image Classification. CoRR abs/2207.12944 (2022) - 2021
- [i4]Jo Plested, Xuyang Shen, Tom Gedeon:
Non-binary deep transfer learning for imageclassification. CoRR abs/2107.08585 (2021) - [i3]Xuyang Shen, Jo Plested, Sabrina B. Caldwell, Tom Gedeon:
Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space. CoRR abs/2108.10265 (2021) - [i2]Xuyang Shen, Jo Plested, Tom Gedeon:
Feature Selection on Thermal-stress Dataset. CoRR abs/2109.03755 (2021) - 2020
- [i1]Xuyang Shen, Jo Plested, Yue Yao, Tom Gedeon:
Pairwise-GAN: Pose-based View Synthesis through Pair-Wise Training. CoRR abs/2009.06053 (2020)
Coauthor Index
aka: Tamás D. Gedeon
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