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  1. 1

    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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  2. 2

    Evaluating probabilistic classifiers: the triptych by Dimitriadis, Timo (Author) , Gneiting, Tilmann (Author) , Jordan, Alexander I. (Author) , Vogel, Peter (Author) ,


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  3. 3

    Flow-based density of states for complex actions by Pawlowski, Jan M. (Author) , Urban, Julian M. (Author) ,


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  4. 4

    Variational Monte Carlo approach to partial differential equations with neural networks by Reh, Moritz (Author) , Gärttner, Martin (Author) ,


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  5. 5

    Self-certifying classification by linearized deep assignment by Boll, Bastian (Author) , Zeilmann, Alexander (Author) , Petra, Stefania (Author) , Schnörr, Christoph (Author) ,


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  6. 6

    Exoplanet characterization using conditional invertible neural networks by Haldemann, Jonas (Author) , Ksoll, Victor F. (Author) , Walter, Daniel (Author) , Alibert, Yann (Author) , Klessen, Ralf S. (Author) , Benz, Willy (Author) , Köthe, Ullrich (Author) , Ardizzone, Lynton (Author) , Rother, Carsten (Author) ,


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  7. 7

    Contrastive learning unifies t-SNE and UMAP by Damrich, Sebastian (Author) , Böhm, Jan Niklas (Author) , Hamprecht, Fred (Author) , Kobak, Dmitry (Author) ,


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  8. 8

    Generative networks for precision enthusiasts by Butter, Anja (Author) , Heimel, Theo (Author) , Hummerich, Sander (Author) , Krebs, Tobias (Author) , Plehn, Tilman (Author) , Rousselot, Armand (Author) , Vent, Sophia (Author) ,


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  9. 9

    Vector-valued distance and gyrocalculus on the space of symmetric positive definite matrices by López, Federico (Author) , Pozzetti, Maria Beatrice (Author) , Trettel, Steve (Author) , Strube, Michael (Author) , Wienhard, Anna (Author) ,


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  10. 10

    Learning linearized assignment flows for image labeling by Zeilmann, Alexander (Author) , Petra, Stefania (Author) , Schnörr, Christoph (Author) ,


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  11. 11

    Symmetric spaces for graph embeddings: a Finsler-Riemannian approach by López, Federico (Author) , Pozzetti, Maria Beatrice (Author) , Trettel, Steve (Author) , Strube, Michael (Author) , Wienhard, Anna (Author) ,


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  12. 12

    Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies by Schmidt, Dominik (Author) , Koppe, Georgia (Author) , Monfared, Zahra (Author) , Beutelspacher, Max (Author) , Durstewitz, Daniel (Author) ,


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  13. 13

    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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  14. 14

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


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  15. 15

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


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  16. 16

    Disentanglement by nonlinear ICA with General Incompressible-flow Networks (GIN) by Sorrenson, Peter (Author) , Rother, Carsten (Author) , Köthe, Ullrich (Author) ,


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  17. 17

    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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  18. 18

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


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  19. 19

    Translate and label!: An encoder-decoder approach for cross-lingual semantic role labeling by Daza, Angel (Author) , Frank, Anette (Author) ,


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  20. 20

    DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging by Kirschbaum, Elke (Author) , Bailoni, Alberto (Author) , Hamprecht, Fred (Author) ,


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