no code implementations • 21 Aug 2023 • Shuang Cui, Kai Han, Jing Tang, He Huang, Xueying Li, Aakas Zhiyuli, Hanxiao Li
Submodular maximization has found extensive applications in various domains within the field of artificial intelligence, including but not limited to machine learning, computer vision, and natural language processing.
no code implementations • 12 Apr 2023 • Shuang Cui, Bingnan Wang, Quan Zheng
To address the issues, we propose a novel aberration correction method with an invertible architecture by leveraging its information-lossless property.
no code implementations • NeurIPS 2020 • Kai Han, Zongmai Cao, Shuang Cui, Benwei Wu
We study the problem of maximizing a non-monotone, non-negative submodular function subject to a matroid constraint.
