Xiao-Yun Zhou

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 47

Top Topics

Semantic Segmentation

Top Venues

IEEE Robotics Autom. Lett.

Publications

Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu
An Annealing Mechanism for Adversarial Training Acceleration. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Yu Chen, Xu Cao, Xiaoyi Lin, Baoru Huang, Xiao-Yun Zhou, Jian-Qing Zheng, Guang-Zhong Yang
A Compacted Structure for Cross-domain learning on Monocular Depth and Flow Estimation. CoRR (2022)
Bolin Lai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Le Lu, Lingyun Huang, Mei Han, Jing Xiao, Heping Hu, Adam P. Harrison
Hetero-Modal Learning and Expansive Consistency Constraints for Semi-supervised Detection from Multi-sequence Data. MLMI@MICCAI (2021)
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
Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph. CoRR (2021)
Kang Zheng, Yirui Wang, Xiao-Yun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao
Semi-supervised Learning for Bone Mineral Density Estimation in Hip X-Ray Images. MICCAI (5) (2021)
Bolin Lai, Yuhsuan Wu, Xiaoyu Bai, Xiao-Yun Zhou, Peng Wang, Jinzheng Cai, Yuankai Huo, Lingyun Huang, Yong Xia, Jing Xiao, Le Lu, Heping Hu, Adam P. Harrison
Liver Tumor Localization and Characterization from Multi-phase MR Volumes Using Key-Slice Prediction: A Physician-Inspired Approach. PRIME@MICCAI (2021)
Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu
Amata: An Annealing Mechanism for Adversarial Training Acceleration. AAAI (2021)
Nanyang Ye, Jingxuan Tang, Huayu Deng, Xiao-Yun Zhou, Qianxiao Li, Zhenguo Li, Guang-Zhong Yang, Zhanxing Zhu
Adversarial Invariant Learning. CVPR (2021)
Peng Wang, Yuhsuan Wu, Bolin Lai, Xiao-Yun Zhou, Le Lu, Wendi Liu, Huabang Zhou, Lingyun Huang, Jing Xiao, Adam P. Harrison, Ningyang Jia, Heping Hu
A deep learning pipeline for localization, differentiation, and uncertainty estimation of liver lesions using multi-phasic and multi-sequence MRI. CoRR (2021)
Ruoxi Wang, Dandan Zhang, Qing-Biao Li, Xiao-Yun Zhou, Benny Lo
Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution. ICRA (2021)
Bolin Lai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Le Lu, Lingyun Huang, Mei Han, Jing Xiao, Heping Hu, Adam P. Harrison
Hetero-Modal Learning and Expansive Consistency Constraints for Semi-Supervised Detection from Multi-Sequence Data. CoRR (2021)
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
Scalable Semi-supervised Landmark Localization for X-ray Images Using Few-Shot Deep Adaptive Graph. DGM4MICCAI/DALI@MICCAI (2021)
Yu Chen, Yuxuan Wang, Bolin Lai, Zijie Chen, Xu Cao, Nanyang Ye, Zhongyuan Ren, Junbo Zhao, Xiao-Yun Zhou, Peng Qi
Semi-supervised Vein Segmentation of Ultrasound Images for Autonomous Venipuncture. IROS (2021)
Yirui Wang, Kang Zheng, Chi-Tung Cheng, Xiao-Yun Zhou, Zhilin Zheng, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao
Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-Rays. IPMI (2021)
Peichao Li, Xiao-Yun Zhou, Zhao-Yang Wang, Guang-Zhong Yang
Z-Net: an Anisotropic 3D DCNN for Medical CT Volume Segmentation. IROS (2020)
Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu
Amata: An Annealing Mechanism for Adversarial Training Acceleration. CoRR (2020)
Xiao-Yun Zhou, Yao Guo, Mali Shen, Guang-Zhong Yang
Artificial Intelligence in Surgery. CoRR (2020)
Xiao-Yun Zhou, Jian-Qing Zheng, Peichao Li, Guang-Zhong Yang
ACNN: a Full Resolution DCNN for Medical Image Segmentation. ICRA (2020)
Ruoxi Wang, Dandan Zhang, Qing-Biao Li, Xiao-Yun Zhou, Benny Lo
Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution. CoRR (2020)
Xiao-Yun Zhou, Jiacheng Sun, Nanyang Ye, Xu Lan, Qijun Luo, Bo-Lin Lai, Pedro M. Esperança, Guang-Zhong Yang, Zhenguo Li
Batch Group Normalization. CoRR (2020)
Yirui Wang, Kang Zheng, Chi-Tung Chang, Xiao-Yun Zhou, Zhilin Zheng, Lingyun Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao
Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays. CoRR (2020)
Zhao-Yang Wang, Xiao-Yun Zhou, Peichao Li, Celia Theodoreli-Riga, Guang-Zhong Yang
Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle. MICCAI (4) (2020)
Bolin Lai, Xiaoyu Bai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Jinzheng Cai, Yuankai Huo, Lingyun Huang, Yong Xia, Jing Xiao, Le Lu, Heping Hu, Adam P. Harrison
Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach. CoRR (2020)
Peichao Li, Xiao-Yun Zhou, Zhao-Yang Wang, Guang-Zhong Yang
Z-Net: an Asymmetric 3D DCNN for Medical CT Volume Segmentation. CoRR (2019)
Xiao-Yun Zhou, Guang-Zhong Yang
Normalization in Training U-Net for 2-D Biomedical Semantic Segmentation. IEEE Robotics Autom. Lett. 4 (2) (2019)
Xiao-Yun Zhou, Jian-Qing Zheng, Guang-Zhong Yang
Atrous Convolutional Neural Network (ACNN) for Biomedical Semantic Segmentation with Dimensionally Lossless Feature Maps. CoRR (2019)
Zhao-Yang Wang, Xiao-Yun Zhou, Peichao Li, Celia V. Riga, Guang-Zhong Yang
Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle. CoRR (2019)
Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang
Towards 3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair. ICRA (2019)
Xiao-Yun Zhou, Zhao-Yang Wang, Peichao Li, Jian-Qing Zheng, Guang-Zhong Yang
One-Stage Shape Instantiation from a Single 2D Image to 3D Point Cloud. MICCAI (4) (2019)
Xiao-Yun Zhou, Zhao-Yang Wang, Peichao Li, Jian-Qing Zheng, Guang-Zhong Yang
One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud. CoRR (2019)
Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang
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. 4 (4) (2019)
Xiao-Yun Zhou, Peichao Li, Zhao-Yang Wang, Guang-Zhong Yang
U-Net Training with Instance-Layer Normalization. MMMI@MICCAI (2019)
Jian-Qing Zheng, Xiao-Yun Zhou, Guang-Zhong Yang
Real-time 3D Shape Instantiation for Partially-deployed Stent Segment from a Single 2D Fluoroscopic Image in Robot-assisted Fenestrated Endovascular Aortic Repair. CoRR (2019)
Xiao-Yun Zhou, Peichao Li, Zhao-Yang Wang, Guang-Zhong Yang
U-Net Training with Instance-Layer Normalization. CoRR (2019)
Xiao-Yun Zhou, Jianyu Lin, Celia V. Riga, Guang-Zhong Yang, Su-Lin Lee
Real-Time 3-D Shape Instantiation From Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment. IEEE Robotics Autom. Lett. 3 (2) (2018)
Xiao-Yun Zhou, Guang-Zhong Yang, Su-Lin Lee
A real-time and registration-free framework for dynamic shape instantiation. Medical Image Anal. 44 (2018)
Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang
3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair. CoRR (2018)
Xiao-Yun Zhou, Celia V. Riga, Su-Lin Lee, Guang-Zhong Yang
Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net. IROS (2018)
Qing-Biao Li, Xiao-Yun Zhou, Jianyu Lin, Jian-Qing Zheng, Neil T. Clancy, Daniel S. Elson
Estimation of Tissue Oxygen Saturation from RGB Images based on Pixel-level Image Translation. CoRR (2018)
Jian-Qing Zheng, Xiao-Yun Zhou, Qing-Biao Li, Celia V. Riga, Guang-Zhong Yang
Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects. CoRR (2018)
Xiao-Yun Zhou, Guang-Zhong Yang
Normalization in Training Deep Convolutional Neural Networks for 2D Bio-medical Semantic Segmentation. CoRR (2018)
Xiao-Yun Zhou, Guang-Zhong Yang, Su-Lin Lee
A Real-time and Registration-free Framework for Dynamic Shape Instantiation. CoRR (2018)
Xiao-Yun Zhou, Jianyu Lin, Celia V. Riga, Guang-Zhong Yang, Su-Lin Lee
Real-time 3D Shape Instantiation from Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment. CoRR (2017)
Yingjing Feng, Ziyan Guo, Ziyang Dong, Xiao-Yun Zhou, Ka-Wai Kwok, Sabine Ernst, Su-Lin Lee
Erratum to: An efficient cardiac mapping strategy for radiofrequency catheter ablation with active learning. Int. J. Comput. Assist. Radiol. Surg. 12 (7) (2017)
Xiao-Yun Zhou, Mali Shen, Celia V. Riga, Guang-Zhong Yang, Su-Lin Lee
Focal FCN: Towards Small Object Segmentation with Limited Training Data. CoRR (2017)
Yingjing Feng, Ziyan Guo, Ziyang Dong, Xiao-Yun Zhou, Ka-Wai Kwok, Sabine Ernst, Su-Lin Lee
An efficient cardiac mapping strategy for radiofrequency catheter ablation with active learning. Int. J. Comput. Assist. Radiol. Surg. 12 (7) (2017)
Xiao-Yun Zhou, Sabine Ernst, Su-Lin Lee
Path planning for robot-enhanced cardiac Radiofrequency Catheter Ablation. ICRA (2016)