Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation

1 code implementation • NeurIPS 2023 • Lisa Dunlap, Alyssa Umino, Han Zhang, Jiezhi Yang, Joseph E. Gonzalez, Trevor Darrell

As such, we explore how natural language descriptions of the domains seen in training data can be used with large vision models trained on diverse pretraining datasets to generate useful variations of the training data.

Domain Generalization Image Augmentation