Philip Torr

Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators

2022 · arXiv (Cornell University)

Neural image classifiers are known to undergo severe performance degradation when exposed to inputs that are sampled from environmental conditions that differ from their training data. Given the recent progress in Text-to-Image (T2I) generation, a …