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  1. 1

    A baseline for machine-learning-based hepatocellular carcinoma diagnosis using multi-modal clinical data by Wang, Binwu (Author) , Rodriguez, Isaac (Author) , Breitinger, Leon (Author) , Tollens, Fabian (Author) , Itzel, Timo (Author) , Grimm, Dennis (Author) , Sirazitdinov, Andrei (Author) , Froelich, Matthias F. (Author) , Schönberg, Stefan (Author) , Teufel, Andreas (Author) , Hesser, Jürgen (Author) , Zhao, Wenzhao (Author) ,


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  2. 2

    CNN based cuneiform sign detection learned from annotated 3D renderings and mapped photographs with illumination augmentation by Stötzner, Ernst (Author) , Homburg, Timo (Author) , Mara, Hubert (Author) ,


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  3. 3

    A nonlocal graph-PDE and higher-order geometric integration for image labeling by Sitenko, Dmitrij (Author) , Boll, Bastian (Author) , Schnörr, Christoph (Author) ,


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    Conditional invertible neural networks for diverse image-to-image translation by Ardizzone, Lynton (Author) , Kruse, Jakob (Author) , Lüth, Carsten (Author) , Bracher, Niels (Author) , Rother, Carsten (Author) , Köthe, Ullrich (Author) ,


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  5. 5

    Extensions of Karger's algorithm: why they fail in theory and how they are useful in practice by Jenner, Erik (Author) , Fita Sanmartín, Enrique (Author) , Hamprecht, Fred (Author) ,


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  6. 6

    Visual camera re-localization from RGB and RGB-D images using DSAC by Brachmann, Eric (Author) , Rother, Carsten (Author) ,


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  7. 7

    Instance separation emerges from inpainting by Wolf, Steffen (Author) , Hamprecht, Fred (Author) , Funke, Jan (Author) ,


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  8. 8

    Proposal-free volumetric instance segmentation from latent single-instance masks by Bailoni, Alberto (Author) , Pape, Constantin (Author) , Wolf, Steffen (Author) , Kreshuk, Anna (Author) , Hamprecht, Fred (Author) ,


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  9. 9

    Generative classifiers as a basis for trustworthy image classification by Mackowiak, Radek (Author) , Ardizzone, Lynton (Author) , Köthe, Ullrich (Author) , Rother, Carsten (Author) ,


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  10. 10

    Making sense of CNNs: interpreting deep representations & their invariances with INNs by Rombach, Robin (Author) , Esser, Patrick (Author) , Ommer, Björn (Author) ,


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  11. 11

    Network-to-network translation with conditional invertible neural networks by Rombach, Robin (Author) , Esser, Patrick (Author) , Ommer, Björn (Author) ,


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  12. 12

    Neural-Guided RANSAC: learning where to sample model hypotheses by Brachmann, Eric (Author) , Rother, Carsten (Author) ,


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  13. 13

    Expert Sample Consensus applied to camera re-localization by Brachmann, Eric (Author) , Rother, Carsten (Author) ,


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  14. 14

    End-to-end learned random walker for seeded image segmentation by Cerrone, Lorenzo (Author) , Zeilmann, Alexander (Author) , Hamprecht, Fred (Author) ,


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  15. 15

    Probabilistic watershed: sampling all spanning forests for seeded segmentation and semi-supervised learning by Damrich, Sebastian (Author) , Hamprecht, Fred (Author) ,


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  16. 16

    Guided image generation with conditional invertible neural networks by Ardizzone, Lynton (Author) , Lüth, Carsten (Author) , Kruse, Jakob (Author) , Rother, Carsten (Author) , Köthe, Ullrich (Author) ,


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  17. 17

    DSAC - differentiable RANSAC for camera localization by Brachmann, Eric (Author) , Krull, Alexander (Author) , Nowozin, Sebastian (Author) , Shotton, Jamie (Author) , Michel, Frank (Author) , Gumhold, Stefan (Author) , Rother, Carsten (Author) ,


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  18. 18

    Learning less is more: 6D camera localization via 3D surface regression by Brachmann, Eric (Author) , Rother, Carsten (Author) ,


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