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Modeling and augmenting of fMRI data using deep recurrent variational auto-encoder
Qiang, Ning, Dong, Qinglin, Liang, Hongtao, Ge, Bao, Zhang, Shu, Sun, Yifei, Zhang, Cheng, Zhang, Wei, Gao, Jie, Liu, Tianming
Published in Journal of neural engineering (01.08.2021)
Published in Journal of neural engineering (01.08.2021)
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Journal Article
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Multi-Modal Domain Adaptation Variational Auto-encoder for EEG-Based Emotion Recognition
Yixin Wang, Shuang Qiu, Dan Li, Changde Du, Bao-Liang Lu, Huiguang He
Published in 自动化学报（英文版） (01.09.2022)
Published in 自动化学报（英文版） (01.09.2022)
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Journal Article
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Reconstruction of Resting State FMRI Using LSTM Variational Auto-Encoder on Subcortical Surface to Detect Epilepsy
Wu, Yunan, Besson, Pierre, Azcona, Emanuel A., Kathleen Bandt, S., Parrish, Todd B., Katsaggelos, Aggelos K.
Published in Proceedings (International Symposium on Biomedical Imaging) (28.03.2022)
Published in Proceedings (International Symposium on Biomedical Imaging) (28.03.2022)
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Conference Proceeding
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Unified Embeddings of Structural and Functional Connectome via a Function-Constrained Structural Graph Variational Auto-Encoder
Amodeo, Carlo, Fortel, Igor, Ajilore, Olusola, Zhan, Liang, Leow, Alex, Tulabandhula, Theja
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 (01.01.2022)
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 (01.01.2022)
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Book Chapter
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Profiling Users for Question Answering Communities via Flow-Based Constrained Co-Embedding Model
Liang, Shangsong, Luo, Yupeng, Meng, Zaiqiao
Published in ACM transactions on information systems (30.04.2022)
Published in ACM transactions on information systems (30.04.2022)
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Journal Article
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Sensing anomaly of photovoltaic systems with sequential conditional variational autoencoder
Li, Ding, Zhang, Yufei, Yang, Zheng, Jin, Yaohui, Xu, Yanyan
Published in Applied energy (01.01.2024)
Published in Applied energy (01.01.2024)
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Journal Article
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Unified Embeddings of Structural and Functional Connectome via a Function-Constrained Structural Graph Variational Auto-Encoder
Amodeo, Carlo, Fortel, Igor, Ajilore, Olusola, Zhan, Liang, Leow, Alex, Tulabandhula, Theja
Year of Publication 05.07.2022
Year of Publication 05.07.2022
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Journal Article
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Generation of 12-Lead Electrocardiogram with Subject-Specific, Image-Derived Characteristics Using a Conditional Variational Autoencoder
Sang, Yuling, Beetz, Marcel, Grau, Vicente
Published in Proceedings (International Symposium on Biomedical Imaging) (28.03.2022)
Published in Proceedings (International Symposium on Biomedical Imaging) (28.03.2022)
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Conference Proceeding
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Texture Synthesis with Recurrent Variational Auto-Encoder
Chandra, Rohan, Grover, Sachin, Lee, Kyungjun, Meshry, Moustafa, Taha, Ahmed
Year of Publication 23.12.2017
Year of Publication 23.12.2017
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Journal Article
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Modelling ordinary differential equations using a variational auto encoder
Year of Publication 08.06.2021
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Patent