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Evaluating Robustness to Context-Sensitive Feature Perturbations of Different Granularities: Further Appendices

Dunn, Isaac; Hanu, Laura; Pouget, Hadrien; Kroening, Daniel; Melham, Tom


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  "description": "<p>Further appendices for&nbsp;<a href=\"https://arxiv.org/abs/2001.11055\">Evaluating Robustness to Context-Sensitive Feature Perturbations of Different Granularities</a>.</p>\n\n<p>Includes:</p>\n\n<ol>\n\t<li>imagenet_examples_appendix.pdf, which&nbsp;contains many examples of context-sensitive ImageNet feature perturbations of different granularities.</li>\n\t<li>animations_appendix.zip, which contains animations showing the effect as the feature perturbations are gradually introduced to different images.</li>\n</ol>\n\n<p>Each appendix includes a much more detailed description of its contents.</p>", 
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  "creator": [
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      "affiliation": "University of Oxford", 
      "@type": "Person", 
      "name": "Dunn, Isaac"
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      "affiliation": "Unitary", 
      "@type": "Person", 
      "name": "Hanu, Laura"
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    {
      "affiliation": "University of Oxford", 
      "@type": "Person", 
      "name": "Pouget, Hadrien"
    }, 
    {
      "affiliation": "University of Oxford", 
      "@type": "Person", 
      "name": "Kroening, Daniel"
    }, 
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      "affiliation": "University of Oxford", 
      "@type": "Person", 
      "name": "Melham, Tom"
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  "url": "https://zenodo.org/record/4121010", 
  "datePublished": "2020-10-23", 
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  "name": "Evaluating Robustness to Context-Sensitive Feature Perturbations of Different Granularities: Further Appendices"
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