Loading…
Loading…
An Interpretable Generative Model for Handwritten Digits Synthesis
Zhu, Yao, Suri, Saksham, Kulkarni, Pranav, Chen, Yueru, Duan, Jiali, Kuo, C.-C. Jay
Published in Proceedings - International Conference on Image Processing (01.09.2019)
Published in Proceedings - International Conference on Image Processing (01.09.2019)
Get full text
Conference Proceeding
Loading…
Representation Learning of Resting State fMRI with Variational Autoencoder
Jung-Hoon, Kim, Zhang, Yizhen, Han, Kuan, Wen, Zheyu, Choi, Minkyu, Liu, Zhongming
Published in bioRxiv (30.01.2021)
Published in bioRxiv (30.01.2021)
Get full text
Paper
Loading…
Image-to-Video Translation Using a VAE-GAN with Refinement Network
Wang, Shengli, Xieshi, Mulin, Zhou, Zhangpeng, Zhang, Xiang, Liu, Xujie, Tang, Zeyi, Xiahou, Jianbing, Lin, Pingyuan, Xu, Xuexin, Dai, Yuxing
Published in Intelligent Computing Theories and Application (2022)
Published in Intelligent Computing Theories and Application (2022)
Get full text
Book Chapter
Loading…
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-modal Glioma Segmentation
Hamghalam, Mohammad, Frangi, Alejandro F., Lei, Baiying, Simpson, Amber L.
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 (2021)
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 (2021)
Get full text
Book Chapter
Loading…
Variational AutoEncoder For Regression: Application to Brain Aging Analysis
Zhao, Qingyu, Adeli, Ehsan, Honnorat, Nicolas, Leng, Tuo, Pohl, Kilian M
Published in arXiv.org (11.07.2019)
Get full text
Published in arXiv.org (11.07.2019)
Paper
Loading…
Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders
Puyol-Antón, Esther, Ruijsink, Bram, Clough, James R., Oksuz, Ilkay, Rueckert, Daniel, Razavi, Reza, King, Andrew P.
Published in Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges (2020)
Published in Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges (2020)
Get full text
Book Chapter
Loading…
Loading…
Loading…
Functional Connectivity Networks with Latent Distributions for Mild Cognitive Impairment Identification
Tang, Qiling, Lu, Yuhong, Cai, Bilian, Wang, Yan
Published in Journal of digital imaging (01.10.2023)
Published in Journal of digital imaging (01.10.2023)
Get full text
Journal Article
Loading…
Motor Imagery EEG Signal Recognition Based on ACVAE and CNN-LSTM
Hu, Cunlin, Ye, Ye, Li, Jian, Wang, Hongliang, Zhou, Tao, Xie, Nenggang
Published in 2024 International Conference on Electronic Engineering and Information Systems (EEISS) (13.01.2024)
Published in 2024 International Conference on Electronic Engineering and Information Systems (EEISS) (13.01.2024)
Get full text
Conference Proceeding
Loading…
Loading…
Unsupervised Hybrid Deep Feature Encoder for Robust Feature Learning from Resting-State EEG Data
Yue, Yuan, Deng, Jeremiah D., Chakraborti, Tapabrata, De Ridder, Dirk, Manning, Patrick
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)
Get full text
Conference Proceeding
Journal Article
Loading…
Loading…
A Study on Anomaly Detection with Deep Learning Models for IoT Time Series Sensor Data
Sachdeva, Ujjwal, Vamsi, P. Raghu
Published in International Conference on Signal Processing and Communication (Online) (01.12.2022)
Published in International Conference on Signal Processing and Communication (Online) (01.12.2022)
Get full text
Conference Proceeding
Loading…
Loading…
Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders
Mishra, Aditya, Samin, Ahnaf Mozib, Etemad, Ali, Hashemi, Javad
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (06.04.2025)
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (06.04.2025)
Get full text
Conference Proceeding
Loading…
Improving Normative Modeling for Multi-Modal Neuroimaging Data Using Mixture-of-Product-of-Experts Variational Autoencoders
Kumar, Sayantan, Payne, Philip, Sotiras, Aristeidis
Published in Proceedings (International Symposium on Biomedical Imaging) (01.05.2024)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.05.2024)
Get full text
Conference Proceeding
Journal Article
Loading…
Visualization of Optic Nerve Structural Patterns in Papilledema Using Deep Learning Variational Autoencoders
Wang, Jui-Kai (Ray), Linton, Edward F., Johnson, Brett A., Kupersmith, Mark J., Garvin, Mona K., Kardon, Randy H.
Published in Translational vision science & technology (17.01.2024)
Published in Translational vision science & technology (17.01.2024)
Get full text
Journal Article