Search Results for author: Zilin Wang

Found 7 papers, 3 papers with code

Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations

no code implementations18 Dec 2023 Zilin Wang, Haolin Zhuang, Lu Li, Yinmin Zhang, Junjie Zhong, Jun Chen, Yu Yang, Boshi Tang, Zhiyong Wu

This paper presents an Exploratory 3D Dance generation framework, E3D2, designed to address the exploration capability deficiency in existing music-conditioned 3D dance generation models.

Distance-rank Aware Sequential Reward Learning for Inverse Reinforcement Learning with Sub-optimal Demonstrations

no code implementations13 Oct 2023 Lu Li, Yuxin Pan, RuoBing Chen, Jie Liu, Zilin Wang, Yu Liu, Zhiheng Li

Considering that obtaining expert demonstrations can be costly, the focus of current IRL techniques is on learning a better-than-demonstrator policy using a reward function derived from sub-optimal demonstrations.

Contrastive Learning

Normalization Enhances Generalization in Visual Reinforcement Learning

no code implementations1 Jun 2023 Lu Li, Jiafei Lyu, Guozheng Ma, Zilin Wang, Zhenjie Yang, Xiu Li, Zhiheng Li

Though normalization techniques have demonstrated huge success in supervised and unsupervised learning, their applications in visual RL are still scarce.

reinforcement-learning Reinforcement Learning (RL)

FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement

2 code implementations23 Mar 2022 Jun Chen, Zilin Wang, Deyi Tuo, Zhiyong Wu, Shiyin Kang, Helen Meng

Previously proposed FullSubNet has achieved outstanding performance in Deep Noise Suppression (DNS) Challenge and attracted much attention.

Speech Enhancement

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