Data Science, Machine Learning, AI, Data, Autoencoder.
functioning, and some of their applications. VAEs are useful in data generation, as they allow us to approximate a latent space that can then be sampled from. By sampling from this space, new data can be generated and used for training in other models, increasing their performance. VAEs have some