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Bongjin Koo

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Latent Disentanglement in Mesh Variational Autoencoders Improves the Diagnosis of Craniofacial Syndromes and Aids Surgical Planning

Sep 05, 2023
Simone Foti, Alexander J. Rickart, Bongjin Koo, Eimear O' Sullivan, Lara S. van de Lande, Athanasios Papaioannou, Roman Khonsari, Danail Stoyanov, N. u. Owase Jeelani, Silvia Schievano, David J. Dunaway, Matthew J. Clarkson

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Reconstructing Heterogeneous Cryo-EM Molecular Structures by Decomposing Them into Polymer Chains

Jun 12, 2023
Bongjin Koo, Julien Martel, Ariana Peck, Axel Levy, Frédéric Poitevin, Nina Miolane

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3D Generative Model Latent Disentanglement via Local Eigenprojection

Feb 24, 2023
Simone Foti, Bongjin Koo, Danail Stoyanov, Matthew J. Clarkson

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Heterogeneous reconstruction of deformable atomic models in Cryo-EM

Sep 29, 2022
Youssef Nashed, Ariana Peck, Julien Martel, Axel Levy, Bongjin Koo, Gordon Wetzstein, Nina Miolane, Daniel Ratner, Frédéric Poitevin

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3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces

Nov 25, 2021
Simone Foti, Bongjin Koo, Danail Stoyanov, Matthew J. Clarkson

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Intraoperative Liver Surface Completion with Graph Convolutional VAE

Sep 08, 2020
Simone Foti, Bongjin Koo, Thomas Dowrick, Joao Ramalhinho, Moustafa Allam, Brian Davidson, Danail Stoyanov, Matthew J. Clarkson

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More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation

Aug 20, 2019
Yunguan Fu, Maria R. Robu, Bongjin Koo, Crispin Schneider, Stijn van Laarhoven, Danail Stoyanov, Brian Davidson, Matthew J. Clarkson, Yipeng Hu

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