Xiao-Yun Zhou

43 papers A* 6A 3Journal 27Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
An Annealing Mechanism for Adversarial Training Acceleration.
IEEE Trans. Neural Networks Learn. Syst.
Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu
2022 J jnl
A Compacted Structure for Cross-domain learning on Monocular Depth and Flow Estimation.
CoRR
Yu Chen, Xu Cao, Xiaoyi Lin, Baoru Huang, Xiao-Yun Zhou, Jian-Qing Zheng, Guang-Zhong Yang
2021 A* conf
Adversarial Invariant Learning.
CVPR
Nanyang Ye, Jingxuan Tang, Huayu Deng, Xiao-Yun Zhou, Qianxiao Li, Zhenguo Li, Guang-Zhong Yang, Zhanxing Zhu
2021 A* conf
Amata: An Annealing Mechanism for Adversarial Training Acceleration.
AAAI
Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu
2021 — conf
Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-Rays.
IPMI
Yirui Wang, Kang Zheng, Chi-Tung Cheng, Xiao-Yun Zhou, Zhilin Zheng, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao
2021 A* conf
Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution.
ICRA
Ruoxi Wang, Dandan Zhang, Qing-Biao Li, Xiao-Yun Zhou, Benny Lo
2021 — conf
Scalable Semi-supervised Landmark Localization for X-ray Images Using Few-Shot Deep Adaptive Graph.
DGM4MICCAI/DALI@MICCAI
Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Adam P. Harrison, Shun Miao
2021 J jnl
Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph.
CoRR
Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Adam P. Harrison, Shun Miao
2021 — conf
Semi-supervised Learning for Bone Mineral Density Estimation in Hip X-Ray Images.
MICCAI (5)
Kang Zheng, Yirui Wang, Xiao-Yun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao
2021 A conf
Semi-supervised Vein Segmentation of Ultrasound Images for Autonomous Venipuncture.
IROS
Yu Chen, Yuxuan Wang, Bolin Lai, Zijie Chen, Xu Cao, Nanyang Ye, Zhongyuan Ren, Junbo Zhao, Xiao-Yun Zhou, Peng Qi
2020 — —
3D shape instantiation for intra-operative navigation from a single 2D projection.
Xiao-Yun Zhou
2020 A* conf
ACNN: a Full Resolution DCNN for Medical Image Segmentation.
ICRA
Xiao-Yun Zhou, Jian-Qing Zheng, Peichao Li, Guang-Zhong Yang
2020 J jnl
Amata: An Annealing Mechanism for Adversarial Training Acceleration.
CoRR
Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu
2020 J jnl
Artificial Intelligence in Surgery.
CoRR
Xiao-Yun Zhou, Yao Guo, Mali Shen, Guang-Zhong Yang
2020 J jnl
Batch Group Normalization.
CoRR
Xiao-Yun Zhou, Jiacheng Sun, Nanyang Ye, Xu Lan, Qijun Luo, Bo-Lin Lai, Pedro M. Esperança, Guang-Zhong Yang, Zhenguo Li
2020 — conf
Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle.
MICCAI (4)
Zhao-Yang Wang, Xiao-Yun Zhou, Peichao Li, Celia Theodoreli-Riga, Guang-Zhong Yang
2020 J jnl
Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays.
CoRR
Yirui Wang, Kang Zheng, Chi-Tung Chang, Xiao-Yun Zhou, Zhilin Zheng, Lingyun Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao
2020 J jnl
Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution.
CoRR
Ruoxi Wang, Dandan Zhang, Qing-Biao Li, Xiao-Yun Zhou, Benny Lo
2020 A conf
Z-Net: an Anisotropic 3D DCNN for Medical CT Volume Segmentation.
IROS
Peichao Li, Xiao-Yun Zhou, Zhao-Yang Wang, Guang-Zhong Yang
2019 J jnl
Atrous Convolutional Neural Network (ACNN) for Biomedical Semantic Segmentation with Dimensionally Lossless Feature Maps.
CoRR
Xiao-Yun Zhou, Jian-Qing Zheng, Guang-Zhong Yang
2019 J jnl
Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle.
CoRR
Zhao-Yang Wang, Xiao-Yun Zhou, Peichao Li, Celia V. Riga, Guang-Zhong Yang
2019 J jnl
Normalization in Training U-Net for 2-D Biomedical Semantic Segmentation.
IEEE Robotics Autom. Lett.
Xiao-Yun Zhou, Guang-Zhong Yang
2019 — conf
One-Stage Shape Instantiation from a Single 2D Image to 3D Point Cloud.
MICCAI (4)
Xiao-Yun Zhou, Zhao-Yang Wang, Peichao Li, Jian-Qing Zheng, Guang-Zhong Yang
2019 J jnl
One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud.
CoRR
Xiao-Yun Zhou, Zhao-Yang Wang, Peichao Li, Jian-Qing Zheng, Guang-Zhong Yang
2019 J jnl
Real-Time 3-D Shape Instantiation for Partially Deployed Stent Segments From a Single 2-D Fluoroscopic Image in Fenestrated Endovascular Aortic Repair.
IEEE Robotics Autom. Lett.
Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang
2019 J jnl
Real-time 3D Shape Instantiation for Partially-deployed Stent Segment from a Single 2D Fluoroscopic Image in Robot-assisted Fenestrated Endovascular Aortic Repair.
CoRR
Jian-Qing Zheng, Xiao-Yun Zhou, Guang-Zhong Yang
2019 A* conf
Towards 3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair.
ICRA
Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang
2019 — conf
U-Net Training with Instance-Layer Normalization.
MMMI@MICCAI
Xiao-Yun Zhou, Peichao Li, Zhao-Yang Wang, Guang-Zhong Yang
2019 J jnl
U-Net Training with Instance-Layer Normalization.
CoRR
Xiao-Yun Zhou, Peichao Li, Zhao-Yang Wang, Guang-Zhong Yang
2019 J jnl
Z-Net: an Asymmetric 3D DCNN for Medical CT Volume Segmentation.
CoRR
Peichao Li, Xiao-Yun Zhou, Zhao-Yang Wang, Guang-Zhong Yang
2018 J jnl
3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair.
CoRR
Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang
2018 J jnl
A Real-time and Registration-free Framework for Dynamic Shape Instantiation.
CoRR
Xiao-Yun Zhou, Guang-Zhong Yang, Su-Lin Lee
2018 J jnl
A real-time and registration-free framework for dynamic shape instantiation.
Medical Image Anal.
Xiao-Yun Zhou, Guang-Zhong Yang, Su-Lin Lee
2018 J jnl
Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects.
CoRR
Jian-Qing Zheng, Xiao-Yun Zhou, Qing-Biao Li, Celia V. Riga, Guang-Zhong Yang
2018 J jnl
Estimation of Tissue Oxygen Saturation from RGB Images based on Pixel-level Image Translation.
CoRR
Qing-Biao Li, Xiao-Yun Zhou, Jianyu Lin, Jian-Qing Zheng, Neil T. Clancy, Daniel S. Elson
2018 J jnl
Normalization in Training Deep Convolutional Neural Networks for 2D Bio-medical Semantic Segmentation.
CoRR
Xiao-Yun Zhou, Guang-Zhong Yang
2018 J jnl
Real-Time 3-D Shape Instantiation From Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment.
IEEE Robotics Autom. Lett.
Xiao-Yun Zhou, Jianyu Lin, Celia V. Riga, Guang-Zhong Yang, Su-Lin Lee
2018 A conf
Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net.
IROS
Xiao-Yun Zhou, Celia V. Riga, Su-Lin Lee, Guang-Zhong Yang
2017 J jnl
An efficient cardiac mapping strategy for radiofrequency catheter ablation with active learning.
Int. J. Comput. Assist. Radiol. Surg.
Yingjing Feng, Ziyan Guo, Ziyang Dong, Xiao-Yun Zhou, Ka-Wai Kwok, Sabine Ernst, Su-Lin Lee
2017 J jnl
Erratum to: An efficient cardiac mapping strategy for radiofrequency catheter ablation with active learning.
Int. J. Comput. Assist. Radiol. Surg.
Yingjing Feng, Ziyan Guo, Ziyang Dong, Xiao-Yun Zhou, Ka-Wai Kwok, Sabine Ernst, Su-Lin Lee
2017 J jnl
Focal FCN: Towards Small Object Segmentation with Limited Training Data.
CoRR
Xiao-Yun Zhou, Mali Shen, Celia V. Riga, Guang-Zhong Yang, Su-Lin Lee
2017 J jnl
Real-time 3D Shape Instantiation from Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment.
CoRR
Xiao-Yun Zhou, Jianyu Lin, Celia V. Riga, Guang-Zhong Yang, Su-Lin Lee
2016 A* conf
Path planning for robot-enhanced cardiac Radiofrequency Catheter Ablation.
ICRA
Xiao-Yun Zhou, Sabine Ernst, Su-Lin Lee