Revealing Perceptual Proxies with Adversarial Examples

Brian D Ondov
Brian D Ondov
Fumeng Yang
Fumeng Yang
Matthew Kay
Matthew Kay

IEEE Trans. Vis. Comput. Graph., pp. 1073-1083, 2021.

Cited by: 0|Bibtex|Views1|DOI:https://doi.org/10.1109/TVCG.2020.3030429
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Other Links: pubmed.ncbi.nlm.nih.gov|academic.microsoft.com|dblp.uni-trier.de

Abstract:

Data visualizations convert numbers into visual marks so that our visual system can extract data from an image instead of raw numbers. Clearly, the visual system does not compute these values as a computer would, as an arithmetic mean or a correlation. Instead, it extracts these patterns using perceptual proxies; heuristic shortcuts of th...More

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