Image retrieval outperforms diffusion models on data augmentation

Many approaches have been proposed to use diffusion models to augment training datasets for downstream tasks, such as classification. However, diffusion models are themselves trained on large datasets, often with noisy annotations, and it remains an open question to which extent these models contrib...

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书目详细资料
Main Authors: Burg, MF, Wenzel, F, Zietlow, D, Horn, M, Makansi, O, Locatello, F, Russell, C
格式: Journal article
语言:English
出版: Journal of Machine Learning Research 2023