148_1000.jpg 〈Deluxe • CHOICE〉

Measuring the cross-entropy loss contribution of this single image during a training epoch.

Is 148_1000.jpg a prototypical example of its class, or is it an outlier? 148_1000.jpg

(e.g., Computer Science, Art History, or Forensics?) Measuring the cross-entropy loss contribution of this single

The rise of deep learning relies on massive datasets where individual image quality and annotation accuracy are often assumed rather than verified. or is it an outlier? (e.g.

Recommendations for automated "cleaning" of datasets based on high-loss samples.

1. Introduction