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Visual Explanations for the Detection of Diabetic Retinopathy from Retinal Fundus Images.

, , , , , , , and . MICCAI (2), volume 13432 of Lecture Notes in Computer Science, page 539-549. Springer, (2022)

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Near-Maximum Entropy Models for Binary Neural Representations of Natural Images., and . NIPS, page 97-104. Curran Associates, Inc., (2007)Two-dimensional visualization of large document libraries using t-SNE., , and . TAG-ML, volume 196 of Proceedings of Machine Learning Research, page 133-141. PMLR, (2022)Unsupervised visualization of image datasets using contrastive learning., , and . ICLR, OpenReview.net, (2023)Machine Learning for Science: Bridging Data-Driven and Mechanistic Modelling (Dagstuhl Seminar 22382)., , , , and . Dagstuhl Reports, 12 (9): 150-199 (September 2022)Interpretable Gender Classification from Retinal Fundus Images Using BagNets., , , , , and . MICCAI (3), volume 12903 of Lecture Notes in Computer Science, page 477-487. Springer, (2021)Meet the authors: Rita González-Márquez, Philipp Berens, and Dmitry Kobak., , and . Patterns, 5 (6): 100993 (2024)Persistent homology for high-dimensional data based on spectral methods., , and . CoRR, (2023)Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience., , , , , , , , and . NeurIPS, page 3706-3719. (2021)Sparse Activations for Interpretable Disease Grading., , , , , , , and . MIDL, volume 227 of Proceedings of Machine Learning Research, page 1-17. PMLR, (2023)MorphVAE: Generating Neural Morphologies from 3D-Walks using a Variational Autoencoder with Spherical Latent Space., and . ICML, volume 139 of Proceedings of Machine Learning Research, page 6021-6031. PMLR, (2021)