Neural Ordinary Differential Equations, Ricky T. Q. Chen, Yulia Rubanova, Jesse Bettencourt, David Duvenaud, 2018Advances in Neural Information Processing Systems (NeurIPS 2018), Vol. 31DOI: 10.48550/arXiv.1806.07366 - Introduces the concept of continuous-depth neural networks, the adjoint sensitivity method for memory-efficient gradient computation, and the connection to ResNets.