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Xingjian Zhen
Xingjian Zhen
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Zitiert von
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Integrated multimodal cell atlas of Alzheimer’s disease
MI Gabitto, KJ Travaglini, VM Rachleff, ES Kaplan, B Long, J Ariza, Y Ding, ...
Nature Neuroscience, 1-18, 2024
882024
Cpr-gcn: Conditional partial-residual graph convolutional network in automated anatomical labeling of coronary arteries
H Yang, X Zhen, Y Chi, L Zhang, XS Hua
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
562020
A statistical recurrent model on the manifold of symmetric positive definite matrices
R Chakraborty, CH Yang, X Zhen, M Banerjee, D Archer, D Vaillancourt, ...
Thirty-second Conference on Neural Information Processing Systems, 2018
472018
Dilated convolutional neural networks for sequential manifold-valued data
X Zhen, R Chakraborty, N Vogt, BB Bendlin, V Singh
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
372019
On the versatile uses of partial distance correlation in deep learning
X Zhen, Z Meng, R Chakraborty, V Singh
European Conference on Computer Vision, 327-346, 2022
312022
A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations
V Nagaraj Rao, X Zhen, K Hovsepian, M Shen
Proceedings of the Third Workshop on Multimodal Artificial Intelligence, 19–29, 2021
20*2021
Flow-based Generative Models for Learning Manifold to Manifold Mappings
X Zhen, R Chakraborty, L Yang, V Singh
Proceedings of the AAAI Conference on Artificial Intelligence 35, 2021
92021
Simpler Certified Radius Maximization by Propagating Covariances
X Zhen, R Chakraborty, V Singh
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
32021
Variational Sampling of Temporal Trajectories
J Nazarovs, Z Huang, X Zhen, S Pal, R Chakraborty, V Singh
arXiv preprint arXiv:2403.11418, 2024
2024
Deep Learning on Manifold-Valued Data with Applications to Neuroimaging and Vision
X Zhen
The University of Wisconsin-Madison, 2023
2023
Altered structural connectivity detected with dilated convolutional neural network analysis in the DIAN study and the Wisconsin Registry for Alzheimer’s Prevention
X Zhen, R Chakraborty, NM Vogt, R Wang, KL Yang, N Adluru, BA Gordon, ...
Alzheimer's & Dementia 17, e054181, 2021
2021
P3‐388: SEQUENTIAL DEEP LEARNING ALGORITHMS SHOW STRUCTURAL CONNECTIVITY DIFFERENCES BY AMYLOID STATUS
X Zhen, NM Vogt, SJ Hwang, BB Bendlin, V Singh
Alzheimer's & Dementia 15, P1097-P1098, 2019
2019
On the Versatile Uses of Partial Distance Correlation in Deep Learning (Supplementary Material)
X Zhen, Z Meng, R Chakraborty, V Singh
Can Kernel Transfer Operators Help Flow based Generative Models?
Z Huang, R Chakraborty, X Zhen, V Singh
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