Before revision:  This causes the representation vectors of distorted versions of a sample to be similar, while minimizing the redundancy between the components of these vectors.
After revision:  This causes the embedding vectors of distorted versions of a sample to be similar, while minimizing the redundancy between the components of these vectors.