Research, Artificial Intelligence.
there are just a few instances of some class in the training dataset. Generative models combined with simple technique SMOTE can generate high quality candidates for enrichment of rare classes. Link to the presentation. Wasserstein Generative Adversarial Imputation Network for Image Inpainting