Siyuan Liu

According to our database, Siyuan Liu authored at least 23 papers between 2015 and 2025.

Collaborative distances:

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

2025

Spatial Residual for Underwater Object Detection.

Jingchun Zhou, Zongxin He, Dehuan Zhang, Siyuan Liu, Xianping Fu, Xuelong Li

IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

2023

METER: Multi-task efficient transformer for no-reference image quality assessment.

Pengli Zhu, Siyuan Liu, Yancheng Liu, Pew-Thian Yap

Appl. Intell., December, 2023

Unsupervised underwater image enhancement via content-style representation disentanglement.

Pengli Zhu, Yancheng Liu, Yuanquan Wen, Minyi Xu, Xianping Fu, Siyuan Liu

Eng. Appl. Artif. Intell., November, 2023

Reconstruction of Cortical Surfaces with Spherical Topology from Infant Brain MRI via Recurrent Deformation Learning.

Xiaoyang Chen, Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap

CoRR, 2023

Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning.

Xiaoyang Chen, Jinjian Wu, Wenjiao Lyu, Yicheng Zou, Kim-Han Thung, Siyuan Liu, Ye Wu, Sahar Ahmad, Pew-Thian Yap

CoRR, 2023

SurfFlow: A Flow-Based Approach for Rapid and Accurate Cortical Surface Reconstruction from Infant Brain MRI.

Xiaoyang Chen, Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

MeshDeform: Surface Reconstruction of Subcortical Structures via Human Brain MRI.

Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap

Proceedings of the Information Processing in Medical Imaging, 2023

2022

Autonomous Reinforcement Control of Visual Underwater Vehicles: Real-Time Experiments Using Computer Vision.

Pengli Zhu, Siyuan Liu, Tao Jiang, Yancheng Liu, Xuzhou Zhuang, Zhenrui Zhang

IEEE Trans. Veh. Technol., 2022

Fast Image-Level MRI Harmonization via Spectrum Analysis.

Hao Guan, Siyuan Liu, Weili Lin, Pew-Thian Yap, Mingxia Liu

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

2021

Publisher Correction: Learning MRI artefact removal with unpaired data.

Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap

Nat. Mach. Intell., 2021

Learning MRI artefact removal with unpaired data.

Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap

Nat. Mach. Intell., 2021

Learning MRI Artifact Removal With Unpaired Data.

Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap

CoRR, 2021

Learning Multi-Site Harmonization of Magnetic Resonance Images Without Traveling Human Phantoms.

Siyuan Liu, Pew-Thian Yap

CoRR, 2021

Multi-site Incremental Image Quality Assessment of Structural MRI via Consensus Adversarial Representation Adaptation.

Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Vox2Surf: Implicit Surface Reconstruction from Volumetric Data.

Yoonmi Hong, Sahar Ahmad, Ye Wu, Siyuan Liu, Pew-Thian Yap

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

2020

Code used in article "Learning MRI artefact removal with unpaired data".

Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap

Dataset, April, 2020

Code used in article "Learning MRI Artefact Removal With Unpaired Data".

Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap

Dataset, April, 2020

Code used in article "Learning MRI artefact removal with unpaired data".

Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap

Dataset, April, 2020

Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI With Limited and Noisy Annotations.

Siyuan Liu, Kim-Han Thung, Weili Lin, Dinggang Shen, Pew-Thian Yap

IEEE Trans. Medical Imaging, 2020

Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks.

Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap, Dinggang Shen

IEEE Trans. Image Process., 2020

2019

Multi-stage Image Quality Assessment of Diffusion MRI via Semi-supervised Nonlocal Residual Networks.

Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2016

Fully-tuned fuzzy neural network based robust adaptive tracking control of unmanned underwater vehicle with thruster dynamics.

Yancheng Liu, Siyuan Liu, Ning Wang

Neurocomputing, 2016

2015

Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle.

Yuxin Fu, Yancheng Liu, Siyuan Liu, Ning Wang, Chuan Wang

Proceedings of the Advances in Neural Networks - ISNN 2015, 2015