2 citations · 3 across the 2 of their papers we have counts for
2 papers
eess.IV2023★ 1 cited
Structural Similarity: When to Use Deep Generative Models on Imbalanced Image Dataset Augmentation
Chenqi Guo, Fabian Benitez-Quiroz, Qianli Feng +1
Improving the performance on an imbalanced training set is one of the main challenges in nowadays Machine Learning. One way to augment and thus re-balance the image dataset is thro…
cs.LG2022★ 2 cited
When do GANs replicate? On the choice of dataset size
Qianli Feng, Chenqi Guo, Fabian Benitez-Quiroz +1
Do GANs replicate training images? Previous studies have shown that GANs do not seem to replicate training data without significant change in the training procedure. This leads to…