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Carles Casacuberta

MANTRA: The Manifold Triangulations Assemblage

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Oct 03, 2024
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Attending to Topological Spaces: The Cellular Transformer

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May 23, 2024
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Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey

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Dec 10, 2023
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Decorrelating neurons using persistence

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Aug 09, 2023
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A topological classifier to characterize brain states: When shape matters more than variance

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Mar 07, 2023
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Importance attribution in neural networks by means of persistence landscapes of time series

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Feb 06, 2023
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Towards explaining the generalization gap in neural networks using topological data analysis

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Mar 23, 2022
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Reconstruction of univariate functions from directional persistence diagrams

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Mar 03, 2022
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