On Training Derivative-Constrained Neural Networks

2 code implementations • 2 Oct 2023 • KaiChieh Lo, Daniel Huang

We refer to the setting where the (partial) derivatives of a neural network's (NN's) predictions with respect to its inputs are used as additional training signal as a derivative-constrained (DC) NN.