Siyuan Liu

21 papers C 1Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Spatial Residual for Underwater Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Jingchun Zhou, Zongxin He, Dehuan Zhang, Siyuan Liu, Xianping Fu, Xuelong Li
2023 J jnl
Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning.
CoRR
Xiaoyang Chen, Jinjian Wu, Wenjiao Lyu, Yicheng Zou, Kim-Han Thung, Siyuan Liu, Ye Wu, Sahar Ahmad, Pew-Thian Yap
2023 J jnl
METER: Multi-task efficient transformer for no-reference image quality assessment.
Appl. Intell.
Pengli Zhu, Siyuan Liu, Yancheng Liu, Pew-Thian Yap
2023 — conf
MeshDeform: Surface Reconstruction of Subcortical Structures via Human Brain MRI.
IPMI
Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap
2023 J jnl
Reconstruction of Cortical Surfaces with Spherical Topology from Infant Brain MRI via Recurrent Deformation Learning.
CoRR
Xiaoyang Chen, Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap
2023 — conf
SurfFlow: A Flow-Based Approach for Rapid and Accurate Cortical Surface Reconstruction from Infant Brain MRI.
MICCAI (8)
Xiaoyang Chen, Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap
2023 J jnl
Unsupervised underwater image enhancement via content-style representation disentanglement.
Eng. Appl. Artif. Intell.
Pengli Zhu, Yancheng Liu, Yuanquan Wen, Minyi Xu, Xianping Fu, Siyuan Liu
2022 J jnl
Autonomous Reinforcement Control of Visual Underwater Vehicles: Real-Time Experiments Using Computer Vision.
IEEE Trans. Veh. Technol.
Pengli Zhu, Siyuan Liu, Tao Jiang, Yancheng Liu, Xuzhou Zhuang, Zhenrui Zhang
2022 — conf
Fast Image-Level MRI Harmonization via Spectrum Analysis.
MLMI@MICCAI
Hao Guan, Siyuan Liu, Weili Lin, Pew-Thian Yap, Mingxia Liu
2021 J jnl
Learning MRI Artifact Removal With Unpaired Data.
CoRR
Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap
2021 J jnl
Learning MRI artefact removal with unpaired data.
Nat. Mach. Intell.
Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap
2021 J jnl
Learning Multi-Site Harmonization of Magnetic Resonance Images Without Traveling Human Phantoms.
CoRR
Siyuan Liu, Pew-Thian Yap
2021 — conf
Multi-site Incremental Image Quality Assessment of Structural MRI via Consensus Adversarial Representation Adaptation.
MICCAI (7)
Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap
2021 J jnl
Publisher Correction: Learning MRI artefact removal with unpaired data.
Nat. Mach. Intell.
Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap
2021 — conf
Vox2Surf: Implicit Surface Reconstruction from Volumetric Data.
MLMI@MICCAI
Yoonmi Hong, Sahar Ahmad, Ye Wu, Siyuan Liu, Pew-Thian Yap
2020 J jnl
Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI With Limited and Noisy Annotations.
IEEE Trans. Medical Imaging
Siyuan Liu, Kim-Han Thung, Weili Lin, Dinggang Shen, Pew-Thian Yap
2020 J jnl
Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks.
IEEE Trans. Image Process.
Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap, Dinggang Shen
2019 — conf
Multi-stage Image Quality Assessment of Diffusion MRI via Semi-supervised Nonlocal Residual Networks.
MICCAI (3)
Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap, Dinggang Shen
2019 J jnl
Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks.
CoRR
Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap, Dinggang Shen
2016 J jnl
Fully-tuned fuzzy neural network based robust adaptive tracking control of unmanned underwater vehicle with thruster dynamics.
Neurocomputing
Yancheng Liu, Siyuan Liu, Ning Wang
2015 C conf
Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle.
ISNN
Yuxin Fu, Yancheng Liu, Siyuan Liu, Ning Wang, Chuan Wang