Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Semi Supervised Learning.
consists of two cross-entropy loss terms: a supervised loss ls applied to labeled data and an unsupervised loss lu. 2.1. Supervised Loss Specifically, ls is just the standard cross-entropy loss on weakly augmented labeled examples: 2.2. Unsupervised Loss FixMatch computes an artificial label for