Search Results for author: Ruifeng Luo

Found 2 papers, 1 papers with code

Automatic Truss Design with Reinforcement Learning

1 code implementation27 Jun 2023 Weihua Du, Jinglun Zhao, Chao Yu, Xingcheng Yao, Zimeng Song, Siyang Wu, Ruifeng Luo, Zhiyuan Liu, Xianzhong Zhao, Yi Wu

Directly applying end-to-end reinforcement learning (RL) methods to truss layout design is infeasible either, since only a tiny portion of the entire layout space is valid under the physical constraints, leading to particularly sparse rewards for RL training.

Combinatorial Optimization Layout Design +3

StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer

no code implementations19 Dec 2022 Kangchen Zhu, Zhiliang Tian, Ruifeng Luo, Xiaoguang Mao

Since cycle construction helps to improve the style transfer ability of the model by rebuilding transferred sentences back to original-style sentences, it brings about a content loss in unsupervised text style transfer tasks.

Data Augmentation Disentanglement +4

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