Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Semi Supervised Learning.
Performing better with less supervision is the central goal of SSL in practice since it alleviates the need for labeled data. FixMatch is the first to run any experiments at 4 labels per class on CIFAR-100. FixMatch substantially outperforms each of these methods while nevertheless being simpler.