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Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction
Schulz, Marc-Andre, Thirion, Bertrand, Gramfort, Alexandre, Varoquaux, Gaël, Bzdok, Danilo
Year of Publication 12.10.2021
Year of Publication 12.10.2021
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Learning Optimal White Matter Tract Representations from Tractography using a Deep Generative Model for Population Analyses
Feng, Yixue, Bramsh Qamar Chandio, Chattopadhyay, Tamoghna, Thomopoulos, Sophia I, Owens-Walton, Conor, Jahanshad, Neda, Garyfallidis, Eleftherios, Thompson, Paul M
Published in bioRxiv (02.08.2022)
Published in bioRxiv (02.08.2022)
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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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Disentangling Domain and Content
Iliescu, Dan Andrei, Mikhailiuk, Aliaksei, Wischik, Damon, Mantiuk, Rafal
Year of Publication 15.02.2022
Year of Publication 15.02.2022
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Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis
Zhu, Yu, Lei, Bo, Song, Chunfeng, Ouyang, Wanli, Yu, Shan, Huang, Tiejun
Published in arXiv.org (19.12.2024)
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Published in arXiv.org (19.12.2024)
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Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data
Graf, Robert, Hunecke, Florian, Pohl, Soeren, Atad, Matan, Moeller, Hendrik, Starck, Sophie, Kroencke, Thomas, Bette, Stefanie, Bamberg, Fabian, Pischon, Tobias, Niendorf, Thoralf, Schmidt, Carsten, Paetzold, Johannes C, Rueckert, Daniel, Kirschke, Jan S
Published in arXiv.org (14.10.2024)
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Published in arXiv.org (14.10.2024)
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DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations
Tolosana, Ruben, Delgado-Santos, Paula, Perez-Uribe, Andres, Vera-Rodriguez, Ruben, Fierrez, Julian, Morales, Aythami
Year of Publication 14.09.2020
Year of Publication 14.09.2020
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DEGAS: Detailed Expressions on Full-Body Gaussian Avatars
Shao, Zhijing, Wang, Duotun, Qing-Yao, Tian, Yao-Dong, Yang, Meng, Hengyu, Cai, Zeyu, Dong, Bo, Zhang, Yu, Zhang, Kang, Wang, Zeyu
Published in arXiv.org (20.08.2024)
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Published in arXiv.org (20.08.2024)
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Deep Generative Analysis for Task-Based Functional MRI Experiments
De Albuquerque, Daniela F, Goffinet, Jack, Wright, Rachael, Pearson, John M
Published in bioRxiv (04.04.2021)
Published in bioRxiv (04.04.2021)
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