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Carola-Bibiane Schönlieb

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Self-Supervised Learning of Phenotypic Representations from Cell Images with Weak Labels

Sep 16, 2022
Jan Oscar Cross-Zamirski, Guy Williams, Elizabeth Mouchet, Carola-Bibiane Schönlieb, Riku Turkki, Yinhai Wang

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Spectral decomposition of atomic structures in heterogeneous cryo-EM

Sep 12, 2022
Carlos Esteve-Yagüe, Willem Diepeveen, Ozan Öktem, Carola-Bibiane Schönlieb

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Imaging with Equivariant Deep Learning

Sep 05, 2022
Dongdong Chen, Mike Davies, Matthias J. Ehrhardt, Carola-Bibiane Schönlieb, Ferdia Sherry, Julián Tachella

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Accelerating Deep Unrolling Networks via Dimensionality Reduction

Aug 31, 2022
Junqi Tang, Subhadip Mukherjee, Carola-Bibiane Schönlieb

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Joint reconstruction-segmentation on graphs

Aug 11, 2022
Jeremy Budd, Yves van Gennip, Jonas Latz, Simone Parisotto, Carola-Bibiane Schönlieb

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Stochastic Primal-Dual Three Operator Splitting with Arbitrary Sampling and Preconditioning

Aug 02, 2022
Junqi Tang, Matthias Ehrhardt, Carola-Bibiane Schönlieb

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Non-Uniform Diffusion Models

Jul 20, 2022
Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb, Christian Etmann

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Classification of datasets with imputed missing values: does imputation quality matter?

Jun 16, 2022
Tolou Shadbahr, Michael Roberts, Jan Stanczuk, Julian Gilbey, Philip Teare, Sören Dittmer, Matthew Thorpe, Ramon Vinas Torne, Evis Sala, Pietro Lio, Mishal Patel, AIX-COVNET Collaboration, James H. F. Rudd, Tuomas Mirtti, Antti Rannikko, John A. D. Aston, Jing Tang, Carola-Bibiane Schönlieb

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Learned reconstruction with convergence guarantees

Jun 11, 2022
Subhadip Mukherjee, Andreas Hauptmann, Ozan Öktem, Marcelo Pereyra, Carola-Bibiane Schönlieb

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Unsupervised Learning of the Total Variation Flow

Jun 09, 2022
Tamara G. Grossmann, Sören Dittmer, Yury Korolev, Carola-Bibiane Schönlieb

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