no code implementations • ECCV 2020 • Jun Gao, Zian Wang, Jinchen Xuan, Sanja Fidler
We also utilize DefGrid at the output layers for the task of object mask annotation, and show that reasoning about object boundaries on our predicted polygonal grid leads to more accurate results over existing pixel-wise and curve-based approaches.
no code implementations • 27 Sep 2019 • Jinchen Xuan, Yunchang Yang, Ze Yang, Di He, Li-Wei Wang
Motivated by this observation, we discover two specific problems of GANs leading to anomalous generalization behaviour, which we refer to as the sample insufficiency and the pixel-wise combination.