Browsing EuroVisShort2022 by Subject "CCS Concepts: Human-centered computing --> Visual analytics"
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DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation
(The Eurographics Association, 2022)Image classification models often learn to predict a class based on irrelevant co-occurrences between input features and an output class in training data. We call the unwanted correlations ''data biases,'' and the visual ...