no code implementations • 21 Feb 2023 • Yue Shi, Yuxuan Xiong, Jingyi Chai, Bingbing Ni, Wenjun Zhang
To address these issues, we propose an unsupervised separated 3D garments and human reconstruction model (USR), which reconstructs the human body and authentic textured clothes in layers without 3D models.
no code implementations • 21 May 2021 • Rui Wang, Deyu Zhou, Yuxuan Xiong, Haiping Huang
Based on the variational auto-encoder, the proposed VaGTM models each topic with a multivariate Gaussian in decoder to incorporate word relatedness.
1 code implementation • EMNLP 2021 • Xingyu Chen, Zihan Zhao, Lu Chen, Danyang Zhang, Jiabao Ji, Ao Luo, Yuxuan Xiong, Kai Yu
In this paper, we introduce the task of structural reading comprehension (SRC) on web.
no code implementations • EMNLP 2020 • Xuemeng Hu, Rui Wang, Deyu Zhou, Yuxuan Xiong
ToMCAT employs a generator network to interpret topics and an encoder network to infer document topics.
1 code implementation • ACL 2020 • Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu
Recent years have witnessed a surge of interests of using neural topic models for automatic topic extraction from text, since they avoid the complicated mathematical derivations for model inference as in traditional topic models such as Latent Dirichlet Allocation (LDA).
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