Data Augmentation Approaches Using Cycle Consistent Adversarial Networks

Author:

Surbhi Agrawal,Mallanagouda Patil,Patil Malini M.

Publisher

Springer International Publishing

Reference29 articles.

1. Foster, D. (2022). Generative deep learning. O’Reilly Media, Inc.

2. Jakub, L. (2019). Bok Vladimir: GANs in action: Deep learning with generative adversarial networks. Manning Publication.

3. Shorten, C., & Khoshgoftaar, T. M. (2019). A survey on image data augmentation for deep learning. Journal of Big Data, 6(1), 1–48. https://doi.org/10.1186/s40537-019-0197-0

4. Selvaraju, R. R., Cogswell, M., Das, A., Vedantam, R., Parikh, D., & Batra, D. (2017). Grad-cam: Visual explanations from deep networks via gradient-based localization. In Proceedings of the IEEE international conference on computer vision (pp. 618–626).

5. Goel, K., Gu, A., Li, Y., & Ré, C. (2020). Model patching: Closing the subgroup performance gap with data augmentation. In International conference on learning representation. https://openreview.net/forum?id=9YlaeLfuhJF

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