supervision

Building Classifiers with Minimal Supervision: The Power of Gaussian Mixture Variational Autoencoders in Unsupervised Representation Learning

The long-standing paradigm in deep learning has been defined by a singular, resource-intensive requirement: the necessity for massive, meticulously labeled…