no code implementations • 17 Jul 2022 • Yinghui Li, Shulin Huang, Xinwei Zhang, Qingyu Zhou, Yangning Li, Ruiyang Liu, Yunbo Cao, Hai-Tao Zheng, Ying Shen
A non-negligible shortcoming of the pre-defined context patterns is that they cannot be flexibly generalized to all kinds of semantic classes, and we call this phenomenon as "semantic sensitivity".
no code implementations • Findings (ACL) 2022 • Yinghui Li, Qingyu Zhou, Yangning Li, Zhongli Li, Ruiyang Liu, Rongyi Sun, Zizhen Wang, Chao Li, Yunbo Cao, Hai-Tao Zheng
However, there exists a gap between the learned knowledge of PLMs and the goal of CSC task.
1 code implementation • 7 Nov 2021 • Ruiyang Liu, Yinghui Li, Linmi Tao, Dun Liang, Hai-Tao Zheng
In the GPU era, the locally and globally weighted summations are the current mainstreams, represented by the convolution and self-attention mechanism, as well as MLP.
no code implementations • 17 Nov 2020 • Yinghui Li, Ruiyang Liu, Zihao Zhang, Ning Ding, Ying Shen, Linmi Tao, Hai-Tao Zheng
We also provide a theoretical explanation of our method.
1 code implementation • 7 Jul 2020 • Anpei Chen, Ruiyang Liu, Ling Xie, Zhang Chen, Hao Su, Jingyi Yu
To address this issue, we propose a SofGAN image generator to decouple the latent space of portraits into two subspaces: a geometry space and a texture space.
no code implementations • CVPR 2018 • Yang Yang, Shi Jin, Ruiyang Liu, Sing Bing Kang, Jingyi Yu
The recovered layout is then used to guide shape estimation of the remaining objects using their normal information.