Representation Risk in Pretrained Image Encoders

Ardyn Nordstrom, Morgan Nordstrom, Vamuyan Sesay +1

Applied researchers increasingly convert images into features with pretrained encoders, then use those features in a downstream prediction model. The encoder is often treated as an…