Variational AutoEncoders Autoencoders have emerged being an architecture for information representation and technology. Among them, Variational Autoencoders (VAEs) jump out, introducing probabilistic encoding and opening new avenues for diverse applications. In the following paragraphs, we are going to examine the architecture and foundationalIncre