Xubo Song

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 17

Top Topics

Electron Microscopy

Semantic Segmentation

Deformable Image Registration

Top Venues

Publications

Nathaniel J. Evans, Gordon B. Mills, Guanming Wu, Xubo Song, Shannon K. McWeeney
Data Valuation with Gradient Similarity. CoRR (2024)
Wei-Chun Lin, Aiyin Chen, Xubo Song, Nicole Gray Weiskopf, Michael F. Chiang, Michelle R. Hribar
Prediction of multiclass surgical outcomes in glaucoma using multimodal deep learning based on free-text operative notes and structured EHR data. J. Am. Medical Informatics Assoc. 31 (2) (2024)
Lucas Pagano, Guillaume Thibault, Walid Bousselham, Jessica L. Riesterer, Xubo Song, Joe W. Gray
Efficient semi-supervised semantic segmentation of electron microscopy cancer images with sparse annotations. Frontiers Bioinform. 3 (2023)
Archana Machireddy, Guillaume Thibault, Kevin G. Loftis, Kevin Stoltz, Cecilia E. Bueno, Hannah R. Smith, Jessica L. Riesterer, Joe W. Gray, Xubo Song
Segmentation of cellular ultrastructures on sparsely labeled 3D electron microscopy images using deep learning. Frontiers Bioinform. 3 (2023)
Joshua G. Burkhart, Guanming Wu, Xubo Song, Francesco Raimondi, Shannon K. McWeeney, Melissa H. Wong, Youping Deng
Biology-inspired graph neural network encodes reactome and reveals biochemical reactions of disease. Patterns 4 (7) (2023)
Phillip Wallis, Xubo Song
Efficient Fine-Tuning of Deep Neural Networks with Effective Parameter Allocation. ICIP (2022)
Walid Bousselham, Guillaume Thibault, Lucas Pagano, Archana Machireddy, Joe W. Gray, Young Hwan Chang, Xubo Song
Efficient Self-Ensemble for Semantic Segmentation. BMVC (2022)
Walid Bousselham, Guillaume Thibault, Lucas Pagano, Archana Machireddy, Joe W. Gray, Young Hwan Chang, Xubo Song
Efficient Self-Ensemble Framework for Semantic Segmentation. CoRR (2021)
Ebrahim Al Safadi, Xubo Song
Learning-Based Image Registration With Meta-Regularization. CVPR (2021)
Phillip Wallis, Daniel Yaeger, Alexander Kain, Xubo Song, Miranda Lim
Automatic Event Detection of REM Sleep Without Atonia From Polysomnography Signals Using Deep Neural Networks. ICASSP (2020)
Archana Machireddy, Nicholas Meermeier, Fergus Coakley, Xubo Song
Malignancy Detection in Prostate Multi-Parametric MR Images Using U-net with Attention. EMBC (2020)
Ebrahim Al Safadi, Xubo Song
Spatial Transformer Spectral Kernels for Deformable Image Registration. BMVC (2019)
Xubo Song, Yuangang Wang, Zhihong Feng, Yuanjie Lv, Yamin Zhang, Lisen Zhang, Shixiong Liang, Xin Tan, Shaobo Dun, Dabao Yang, Zhirong Zhang
GaN Schottky Diode Model for THz Multiplier Design with Consideration of Self-heating Effect. ASICON (2019)
Archana Machireddy, Guillaume Thibault, Wei Huang, Xubo Song
Analysis of DCE-MRI for Early Prediction of Breast Cancer Therapy Response. EMBC (2018)
Archana Machireddy, Jan P. H. van Santen, Jenny L. Wilson, Julianne Myers, Mijna Hadders-Algra, Xubo Song
A video/IMU hybrid system for movement estimation in infants. EMBC (2017)
Xingye Zhou, Xin Tan, Yuanjie Lv, Yuangang Wang, Xubo Song, Guodong Gu, Peng Xu, Hongyu Guo, Zhihong Feng, Shujun Cai
Dynamic characteristics and related trapping effects of GaN-based Fin-MISHEMTs. ASICON (2017)
Xubo Song, Cui Yu, Zezhao He, Qingbin Liu, Tingting Han, Shaobo Dun, Yuanjie Lv, Shujun Cai, Zhihong Feng
Design and realization of a X-band graphene amplifier MMIC. ASICON (2017)
Xingye Zhou, Zhihong Feng, Yuanjie Lv, Xin Tan, Yuangang Wang, Guodong Gu, Xubo Song, Peng Xu, Shaobo Dun, Shujun Cai
Dependency of current collapse on the device structure of GaN-based HEMTs. ASICON (2015)
Meysam Asgari, Géza Kiss, Jan P. H. van Santen, Izhak Shafran, Xubo Song
Automatic measurement of affective valence and arousal in speech. ICASSP (2014)
Chao Wang, Xubo Song
Robust head pose estimation via supervised manifold learning. Neural Networks 53 (2014)
Chao Wang, Yongping Li, Xubo Song
Video-to-video face authentication system robust to pose variations. Expert Syst. Appl. 40 (2) (2013)
Chao Wang, Xubo Song
Robust frontal view search using extended manifold learning. J. Vis. Commun. Image Represent. 24 (7) (2013)
Chao Wang, Xubo Song
Robust frontal view search using multi-camera constrained Isomap. ICIP (2012)
Chao Wang, Xubo Song
Robust head pose estimation using supervised manifold projection. ICIP (2012)
Chao Wang, Xubo Song
Tracking facial feature points with prediction-assisted view-based active shape model. FG (2011)