Deep Learning, Artificial Intelligence, Self Supervised Learning, Clustering, Contrastive Learning.
equipartition constraint ensures that the codes for different images in a batch are distinct, thus preventing the trivial solution where every image has the same code. Given B feature vectors Z=[z1, …, zB], we are interested in mapping them to the prototypes C=[c1, …, cK]. This mapping or codes are