| The Health Gym: synthetic health-related datasets for the development of reinforcement learning algorithms NIH Kuo, MN Polizzotto, S Finfer, F Garcia, A Sönnerborg, M Zazzi, ... Scientific Data 9 (1), 693, 2022 | 22 | 2022 |
| Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV NIH Kuo, F Garcia, A Sönnerborg, M Böhm, R Kaiser, M Zazzi, ... Journal of Biomedical Informatics, 104436, 2023 | 12 | 2023 |
| Learning to Continually Learn Rapidly from Few and Noisy Data NIH Kuo, M Harandi, N Fourrier, C Walder, G Ferraro, H Suominen AAAI Workshop on Meta-Learning and MetaDL Challenge, 65-76, 2021 | 10 | 2021 |
| Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models NIH Kuo, F Garcia, A Sonnerborg, M Bohm, R Kaiser, M Zazzi, L Jorm, ... NeurIPS 2023 Workshop on Synthetic Data Generation with Generative AI, 2023 | 6 | 2023 |
| Plastic and Stable Gated Classifiers for Continual Learning NIH Kuo, M Harandi, N Fourrier, C Walder, G Ferraro, H Suominen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 6 | 2021 |
| Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project NIH Kuo, M Polizzotto, S Finfer, L Jorm, S Barbieri arXiv preprint arXiv:2112.03914, 2021 | 5 | 2021 |
| An Input Residual Connection for Simplifying Gated Recurrent Neural Networks NIH Kuo, M Harandi, N Fourrier, C Walder, G Ferraro, H Suominen 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 5 | 2020 |
| M2SGD: Learning to Learn Important Weights NIH Kuo, M Harandi, N Fourrier, C Walder, G Ferraro, H Suominen 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition …, 2020 | 5 | 2020 |
| Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project NIH Kuo, O Perez-Concha, M Hanly, E Mnatzaganian, B Hao, M Di Sipio, ... JMIR Medical Education 10 (1), e51388, 2024 | 2 | 2024 |
| An Automatic Vowel Space Generator for Language Learner Pronunciation Acquisition and Correction X Chao, C El-Khaissi, NIH Kuo, PK John, H Suominen Proceedings of the The 18th Annual Workshop of the Australasian Language …, 2020 | 2 | 2020 |
| MTL2L: A Context Aware Neural Optimiser NIH Kuo, M Harandi, N Fourrier, C Walder, G Ferraro, H Suominen 7th ICML Workshop on Automated Machine Learning (AutoML 2020), 2020 | 2 | 2020 |
| Understanding and Modifying Dynamical Hopfield Neural Networks for Generating Multiple Coherent Patterns NIH Kuo Masters Thesis-University of Auckland, 2017 | 2 | 2017 |
| DecayNet: A Study on the Cell States of Long Short Term Memories NIH Kuo, MT Harandi, H Suominen, N Fourrier, C Walder, G Ferraro | 1 | 2018 |
| Rule-Based Natural Language Processing Pipeline to Detect Medication-Related Named Entities: Insights for Transfer Learning. ZSY Wong, N Waters, NIH Kuo, J Liu Studies in Health Technology and Informatics 310, 584-588, 2024 | | 2024 |
| Generative AI Mitigates Representation Bias Using Synthetic Health Data N Micheletti, R Marchesi, NIH Kuo, S Barbieri, G Jurman, V Osmani medRxiv, 2023.09. 26.23296163, 2023 | | 2023 |
| Designing Less Forgetful Networks for Continual Learning NIH Kuo, M Harandi, N Fourrier, G Ferraro, C Walder, H Suominen | | 2021 |
| Dynamic Mathematics for Automated Machine Learning Techniques NIH Kuo PQDT-Global, 2021 | | 2021 |
Hanna SuominenProfessor, Associate Director (Neuroinformatics), ANU School of Computing and ANU Eccles Institute在 anu.edu.au 的電子郵件地址已通過驗證
