Are GANs Only For Images? Not all GANs produce images. For example, researchers have also used GANs to produce synthesized speech from text input. What is the point GANs? GANs are an exciting and rapidly changing field, delivering on the promise of generative models in their ability to generate realistic examples across a range of
Is K Means Generative Or Discriminative? It is generally acknowledged that discriminative objective functions (e.g., those based on the mutual information or the KL divergence) are more flexible than generative approaches (e.g., K-means) in the sense that they make fewer assumptions about the data distributions and, typically, yield much better unsupervised … What are generative
What Are GANs Good For? Over a few years, applications of the Generative Adversarial Networks (GANs) have seen astounding growth. The technique has been successfully used for high-fidelity natural image synthesis, data augmentation tasks, improving image compressions, and more. What is the point GANs? GANs are an exciting and rapidly changing field, delivering on the