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Thomas Martinetz

Convolutional Neural Networks Do Work with Pre-Defined Filters

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Nov 27, 2024
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Rethinking generalization of classifiers in separable classes scenarios and over-parameterized regimes

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Oct 22, 2024
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Leaky ReLUs That Differ in Forward and Backward Pass Facilitate Activation Maximization in Deep Neural Networks

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Oct 22, 2024
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Enhancing Generalization in Convolutional Neural Networks through Regularization with Edge and Line Features

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Oct 22, 2024
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Highly over-parameterized classifiers generalize since bad solutions are rare

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Nov 07, 2022
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Large Neural Networks Learning from Scratch with Very Few Data and without Regularization

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May 18, 2022
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Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning

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Nov 09, 2020
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Feature Products Yield Efficient Networks

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Aug 18, 2020
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Solving Raven's Progressive Matrices with Multi-Layer Relation Networks

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Mar 25, 2020
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Multi-layer Relation Networks

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Nov 05, 2018
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