Guoqiang Zhang
University of Technology Sydney
H-index: 17
Oceania-Australia
Top articles of Guoqiang Zhang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
On Optimizing Timesteps of An EDM Based Diffusion Sampling Procedure | Huiwen Luo Guoqiang Zhang | 2024/5 | |
Distributed Optimisation with Linear Equality and Inequality Constraints using PDMM | Richard Heusdens Guoqiang Zhang | 2024/2 | |
On Accelerating Diffusion-Based Sampling Process via Improved Integration Approximation | G. Zhang K. Niwa W. B. Kleijn | 2024 | |
CoordiNet: Constrained Dynamics Learning for State Coordination Over Graph | IEEE Trans. Signal and Information Processing over Networks | K. Niwa N. Ueda H. Sawada A. Fujino S. Takeda | 2023/2 |
A DNN Optimizer that Improves over AdaBelief by Suppression of the Adaptive Stepsize Range | Trans. Machine Learning Research (TMLR) | G. Zhang K. Niwa W. B. Kleijn | 2023/9 |
On Suppressing Range of Adaptive Stepsizes of Adam to Improve Generalisation Performance | Guoqiang Zhang | 2023/2 | |
Exact Diffusion Inversion via Bi-directional Integration Approximation | G. Zhang J. P. Lewis W. B. Kleijn | 2023/7 | |
Lookahead Diffusion Probabilistic Models for Refining Mean Estimation | G. Zhang K. Niwa W. B. Kleijn | 2023/6 | |
A cycle architecture based on policy gradient for unsupervised Video Summarization | Yubo An Shenghui Zhao Guoqiang Zhang | 2023/5 | |
A Distributed Algorithm for Personal Sound Zones Systems | arXiv preprint arXiv:2311.12427 | Sipei Zhao Guoqiang Zhang Eva Cheng Ian S Burnett | 2023/11/21 |
On eigenvalue shaping for two-channel decentralized active noise control systems | Applied Acoustics | S. Pradhan G. Zhang S. Zhao K. Niwa W. Bastiaan Kleijn | 2023/3 |
Robust improved multiband-structured subband adaptive filter for active noise control with impulsive interference | The Journal of the Acoustical Society of America | Somanath Pradhan Guoqiang Zhang Xiaojun Qiu JC Ji Jeffrey Parnell | 2023/10/1 |
A Stacking Ensemble Approach for Supervised Video Summarization | Y An S. Zhao G. Zhang | 2022/11 | |
SSFG: Stochastically Scaling Features and Gradients for Regularizing Graph Convolutional Networks | IEEE Transactions on Neural Networks and Learning Systems | Haimin Zhang Min Xu Guoqiang Zhang Kenta Niwa | 2022/7/22 |
Revisiting the Primal-Dual Method of Multipliers for Optimisation over Centralised Networks | Guoqiang Zhang Kenta Niwa W. Bastiaan Kleijn | 2022/2 | |
Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization | IEEE Transactions on Pattern Analysis and Machine Intelligence | Jiyang Xie Zhanyu Ma Jianjun Lei Guoqiang Zhang Jing-Hao Xue | 2021/5/24 |
Extending AdamW by Leveraging Its Second Moment and Magnitude | Guoqiang Zhang Niwa Kenta W. Bastiaan Kleijn | 2021/12 | |
DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image Recognition | IEEE Transactions on Image Processing | Jiyang Xie Zhanyu Ma Jing-Hao Xue Guoqiang Zhang Jian Sun | 2021/11/5 |
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention | IEEE Transactions on Pattern Analysis and Machine Intelligence | Jiyang Xie Zhanyu Ma Dongliang Chang Guoqiang Zhang Jun Guo | 2021/8/10 |
Sentence Semantic Matching with Hierarchical CNN Based on Dimension-augmented Representation | Rui Yu Wenpeng Lu Yifeng Li Jiguo Yu Guoqiang Zhang | 2021/7 |
Co-Authors
