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Xubo Song
Publication Activity (10 Years)
Years Active: 2011-2024
Publications (10 Years): 17
Top Topics
Deep Learning
Electron Microscopy
Semantic Segmentation
Deformable Image Registration
Top Venues
ASICON
EMBC
CoRR
ICASSP
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Publications
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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)