9 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.LG2023
MGR: Multi-generator Based Rationalization
Wei Liu, Haozhao Wang, Jun Wang +4
Rationalization is to employ a generator and a predictor to construct a self-explaining NLP model in which the generator selects a subset of human-intelligible pieces of the input…
cond-mat.dis-nn2021★ 9 cited
Machine learning glass caging order parameters with an artificial nested neural network
Kaihua Zhang, Xinyang Li, Yuliang Jin +1
Around a glass transition, the dynamics of a supercooled liquid dramatically slow down, exhibited by caging of particles, while the structural changes remain subtle. In alternative…
cs.CV2020
Keypoint Autoencoders: Learning Interest Points of Semantics
Ruoxi Shi, Zhengrong Xue, Xinyang Li
Understanding point clouds is of great importance. Many previous methods focus on detecting salient keypoints to identity structures of point clouds. However, existing methods negl…