Generative Model for Autoencoders Learning by Image Sampling Representations Topics: Advanced Learning Methods; Feature Selection and Extraction; Machine Learning Methods; Model Representation and Selection In Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods ICPRAM - Volume 1, 354-361, 2022