1 code implementation • 29 Sep 2022 • Gengchen Mai, Chiyu Jiang, Weiwei Sun, Rui Zhu, Yao Xuan, Ling Cai, Krzysztof Janowicz, Stefano Ermon, Ni Lao
For the spatial domain approach, we propose ResNet1D, a 1D CNN-based polygon encoder, which uses circular padding to achieve loop origin invariance on simple polygons.
no code implementations • NeurIPS 2020 • Chiyu Jiang, Jingwei Huang, Andrea Tagliasacchi, Leonidas J. Guibas
Such a space naturally allows the disentanglement of geometric style (coming from the source) and structural pose (conforming to the target).
no code implementations • 20 May 2019 • Balasubramanya T. Nadiga, Chiyu Jiang, Daniel Livescu
We focus on improving the accuracy of an approximate model of a multiscale dynamical system that uses a set of parameter-dependent terms to account for the effects of unresolved or neglected dynamics on resolved scales.