Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Semi Supervised Learning.
FixMatch reaches 78% CIFAR-10 accuracy using only above 10 labeled images 1 sample per class is used. 78% median accuracy is obtained. 3.4. Ablation Study Plots of ablation studies on FixMatch (a): Varying the confidence threshold for Pseudo-Label (PL). (b): Measuring the effect of “sharpening” the