Published September 23, 2023
| Version 0.1.0
Software
Open
Replication package for the EMSE paper "Generating and Detecting True Ambiguity: A Forgotten Danger in DNN Supervision Testing"
Description
Replication package for the EMSE paper (accepted, forthcoming) "Generating and Detecting True Ambiguity: A Forgotten Danger in DNN Supervision Testing"
Note:
- A preprint of the paper is available on arXiv: https://arxiv.org/abs/2207.10495
- The datasets created as part of this paper are available on huggingface dataset and github. See https://github.com/testingautomated-usi/ambguess-src#access-to-precompiled-datasets
- The source files are also hosted on github (https://github.com/testingautomated-usi/ambguess-src). They are uploaded here on zenodo for archival purposes and as the 'artifacts' folder (which is not strictly needed to run our code) is too large to be shared on github.
- The readme for this replication package can be found in the zip folder: code_and_datasets.7z
Files
Files
(49.4 GB)
Name | Size | Download all |
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md5:531c318348145771c0cce43200a91f20
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49.4 GB | Download |
md5:8bd68a1562071e36f376830d640f2a65
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7.6 MB | Download |
Additional details
Related works
- Is supplement to
- Journal article: 10.1007/s10664-023-10393-w (DOI)