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Books and Theses
- 2019
[b1]Caoyuan Li:
Nonparametric Bayesian Models for Signal Processing. University of Technology Sydney, Australia, 2019
Journal Articles
- 2021
- [j3]Caoyuan Li
, Hong-Bo Xie, Xuhui Fan, Richard Yi Da Xu, Sabine Van Huffel, Kerrie L. Mengersen:
Kernelized Sparse Bayesian Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 32(1): 391-404 (2021) - 2020
- [j2]Caoyuan Li, Hong-Bo Xie, Kerrie L. Mengersen, Xuhui Fan, Richard Yi Da Xu, Scott A. Sisson, Sabine Van Huffel:
Bayesian Nonnegative Matrix Factorization With Dirichlet Process Mixtures. IEEE Trans. Signal Process. 68: 3860-3870 (2020) - 2019
- [j1]Caoyuan Li, Hong-Bo Xie, Xuhui Fan, Richard Yi Da Xu, Sabine Van Huffel, Scott A. Sisson, Kerrie L. Mengersen:
Image Denoising Based on Nonlocal Bayesian Singular Value Thresholding and Stein's Unbiased Risk Estimator. IEEE Trans. Image Process. 28(10): 4899-4911 (2019)
Conference and Workshop Papers
- 2020
- [c4]Hong-Bo Xie, Caoyuan Li, Kerrie L. Mengersen, Shuliang Wang, Richard Yi Da Xu:
Nonparametric Bayesian Nonnegative Matrix Factorization. MDAI 2020: 132-141 - 2019
- [c3]Hong-Bo Xie, Caoyuan Li, Richard Yi Da Xu, Kerrie L. Mengersen:
Robust Kernelized Bayesian Matrix Factorization for Video Background/Foreground Separation. LOD 2019: 484-495 - [c2]Xuhui Fan, Bin Li, Caoyuan Li, Scott A. Sisson, Ling Chen:
Scalable Deep Generative Relational Model with High-Order Node Dependence. NeurIPS 2019: 12637-12647 - 2015
- [c1]Chuanlu Liu, Xiangjun Dong, Caoyuan Li, Yan Li:
SAPNSP: Select actionable positive and negative sequential patterns based on a contribution metric. FSKD 2015: 811-815
Informal and Other Publications
- 2023
- [i3]Hong-Bo Xie, Caoyuan Li, Shuliang Wang, Richard Yi Da Xu, Kerrie L. Mengersen:
A variational autoencoder-based nonnegative matrix factorisation model for deep dictionary learning. CoRR abs/2301.07272 (2023) - 2019
- [i2]Xuhui Fan, Bin Li, Scott Anthony Sisson, Caoyuan Li, Ling Chen:
Scalable Deep Generative Relational Models with High-Order Node Dependence. CoRR abs/1911.01535 (2019) - 2015
- [i1]Shuliang Wang, Dakui Wang, Caoyuan Li, Yan Li:
Comment on "Clustering by fast search and find of density peaks". CoRR abs/1501.04267 (2015)
Coauthor Index
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