Gauss-Newton Natural Gradient Descent for Shape Learning

James King, Arturs Berzins, Siddhartha Mishra +1

We explore the use of the Gauss-Newton method for optimization in shape learning, including implicit neural surfaces and geometry-informed neural networks. The method addresses key…