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06/12/2023
Reconstructing Heterogeneous Cryo-EM Molecular Structures by Decomposing Them into Polymer Chains
Cryogenic electron microscopy (cryo-EM) has transformed structural biolo...
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02/24/2023
3D Generative Model Latent Disentanglement via Local Eigenprojection
Designing realistic digital humans is extremely complex. Most data-drive...
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09/29/2022
Heterogeneous reconstruction of deformable atomic models in Cryo-EM
Cryogenic electron microscopy (cryo-EM) provides a unique opportunity to...
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11/24/2021
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces
Learning a disentangled, interpretable, and structured latent representa...
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09/08/2020
Intraoperative Liver Surface Completion with Graph Convolutional VAE
In this work we propose a method based on geometric deep learning to pre...
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08/20/2019
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation
Improving a semi-supervised image segmentation task has the option of ad...
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03/31/2016