Deep Learning, Machine Learning, Self Supervised Learning, Aritificial Intelligence, Neural Networks.
to overcome this constraint. First, instead of comparing all pairs, approximate the loss by reducing the comparison to a fixed number of random images. Second, instead of approximating the loss, we can approximate the task, e.g. instead of discriminating between each pair, discriminating between