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A deep generative model for probabilistic energy forecasting in power systems: normalizing flows
Dumas, Jonathan, Wehenkel, Antoine, Lanaspeze, Damien, Cornélusse, Bertrand, Sutera, Antonio
Published in Applied energy (01.01.2022)
Published in Applied energy (01.01.2022)
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Synthesize High-Quality Multi-Contrast Magnetic Resonance Imaging From Multi-Echo Acquisition Using Multi-Task Deep Generative Model
Wang, Guanhua, Gong, Enhao, Banerjee, Suchandrima, Martin, Dann, Tong, Elizabeth, Choi, Jay, Chen, Huijun, Wintermark, Max, Pauly, John M., Zaharchuk, Greg
Published in IEEE transactions on medical imaging (01.10.2020)
Published in IEEE transactions on medical imaging (01.10.2020)
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Deep Generative Model of Individual Variability in fMRI Images of Psychiatric Patients
Takashi Matsubara, Koki Kusano, Tetsuo Tashiro, Ken'ya Ukai, Kuniaki Uehara
Published in IEEE Transactions on Biomedical Engineering (01.02.2021)
Published in IEEE Transactions on Biomedical Engineering (01.02.2021)
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Learning optimal white matter tract representations from tractography using a deep generative model for population analyses
Feng, Yixue, Chandio, Bramsh Q., Chattopadhyay, Tamoghna, Thomopoulos, Sophia I., Owens-Walton, Conor, Jahanshad, Neda, Garyfallidis, Eleftherios, Thompson, Paul M.
Year of Publication 06.03.2023
Year of Publication 06.03.2023
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3D hair synthesis using volumetric variational autoencoders
Saito, Shunsuke, Hu, Liwen, Ma, Chongyang, Ibayashi, Hikaru, Luo, Linjie, Li, Hao
Published in ACM transactions on graphics (31.12.2018)
Published in ACM transactions on graphics (31.12.2018)
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Representation learning of resting state fMRI with variational autoencoder
Kim, Jung-Hoon, Zhang, Yizhen, Han, Kuan, Wen, Zheyu, Choi, Minkyu, Liu, Zhongming
Published in NeuroImage (Orlando, Fla.) (01.11.2021)
Published in NeuroImage (Orlando, Fla.) (01.11.2021)
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Paste and Harmonize via Denoising: Subject-Driven Image Editing with Frozen Pre-Trained Diffusion Model
Zhang, Xin, Guo, Jiaxian, Yoo, Paul, Matsuo, Yutaka, Iwasawa, Yusuke
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (14.04.2024)
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (14.04.2024)
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Unsupervised representation learning of spontaneous MEG data with nonlinear ICA
Zhu, Yongjie, Parviainen, Tiina, Heinilä, Erkka, Parkkonen, Lauri, Hyvärinen, Aapo
Published in NeuroImage (Orlando, Fla.) (01.07.2023)
Published in NeuroImage (Orlando, Fla.) (01.07.2023)
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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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Feasibility of Data-driven EMG Signal Generation using a Deep Generative Model
Campbell, Evan, Cameron, James A. D., Scheme, Erik
Published in Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference (01.07.2020)
Published in Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference (01.07.2020)
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