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Software . 2023
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Software . 2023
License: CC BY
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Verifying Generalization in Deep Learning: Artifact

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 01 May 2023Publisher:Zenodo
Authors: Amir, Guy; Osher Maayan; Zelazny, Tom; Katz, Guy; Schapira, Michael;

doi: 10.5281/zenodo.7884514 , 10.5281/zenodo.7884513

Verifying Generalization in Deep Learning: Artifact

Abstract

This repository includes an accompanying artifact to our paper --- Verifying Generalization in Deep Learning (to appear at the CAV 2023 conference) For specific instructions, please unzip the artifact and read the README.txt file. For technical questions --- contact us at guyam@cs.huji.ac.il and osherm@cs.huji.ac.il.

See full paper at: https://arxiv.org/abs/2302.05745

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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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