On the Effectiveness of Surrogate Fitness Functions for Dataset Generation without Ground Truth
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Description
Replication package and datset for the paper "On the Effectiveness of Surrogate Fitness Functions for Dataset Generation without Ground Truth"Files matching the pattern generated_dataset_*.tar.xz contain the images generated when running DESIGNATE with the different fitness functions (RQ1, RQ2, RQ3). These files contain resized images for space reasons. Contact us for the original.RQ4-survey.tar.xz contains the survey results.File ReplicationScripts.tar.xz contain the scripts, DNN under test, and GANs to replicate the experiment.
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Metrics Over Time
Publication Details
Subfield
Artificial Intelligence
Field
Computer Science
Domain
Physical Sciences
Confidence Score
38%
Source
Scholar Data Model