Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Resnet.
because otherwise the layer discards information, and therefore cannot be reversible. This is the constraint of RevNet for volume-preserving mappings. 2.2. Backprop To derive the backprop procedure, it is helpful to rewrite the forward (left) and reverse (right) computations in the following way: