Reinforcement Causal Structure Learning on Order Graph

no code implementations • 22 Nov 2022 • Dezhi Yang, Guoxian Yu, Jun Wang, Zhengtian Wu, Maozu Guo

In this paper, we propose {Reinforcement Causal Structure Learning on Order Graph} (RCL-OG) that uses order graph instead of MCMC to model different DAG topological orderings and to reduce the problem size.

Causal Discovery Q-Learning

Coarse to Fine: Multi-label Image Classification with Global/Local Attention

no code implementations • 26 Dec 2020 • Fan Lyu, Fuyuan Hu, Victor S. Sheng, Zhengtian Wu, Qiming Fu, Baochuan Fu

Since multi-label image classification is very complicated, people seek to use the attention mechanism to guide the classification process.

General Classification Multi-Label Image Classification