Deep Learning, Artificial Intelligence, Convolutional Network, Dimensionality Reduction, Contrastive Learning.
energy-based models require the use of an explicit contrastive term in the loss function. 2.2. Training To train, prior knowledge is used to pair the samples as similar samples and dissimilar samples. All the pairs are combined to form the labeled training set. The above overall loss function is