1 code implementation • NeurIPS 2019 • Yulia Rubanova, Tian Qi Chen, David K. Duvenaud
Time series with non-uniform intervals occur in many applications, and are difficult to model using standard recurrent neural networks (RNNs).
no code implementations • NeurIPS 2019 • Tian Qi Chen, David K. Duvenaud
Gradients of neural networks can be computed efficiently for any architecture, but some applications require computing differential operators with higher time complexity.
6 code implementations • 13 Dec 2016 • Tian Qi Chen, Mark Schmidt
This results in a procedure for artistic style transfer that is efficient but also allows arbitrary content and style images.