Generative Models

So far in this book, we have introduced several architectures predominantly to classify objects. These models aim to minimize the differences between the predicted object and the trained ones to make accurate predictions. Recently, there have been huge interests in machine learning, not to classify objects but to generate new contents based on learned ideas. This class of machine is referred to as generative AI.