1 code implementation • 24 May 2023 • Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang, Weifeng Ge, Xiaoqing Zheng, xiangyang xue
To this end, we propose a novel approach for empathetic response generation, which incorporates an adaptive module for commonsense knowledge selection to ensure consistency between the generated empathetic responses and the speaker's situation.
1 code implementation • ICCV 2023 • Yiwen Huang, Yixuan Sun, Chenghang Lai, Qing Xu, Xiaomei Wang, Xuli Shen, Weifeng Ge
Following the spirit of multiple instance learning (MIL), we decompose the weakly supervised correspondence learning problem into three stages: image-level matching, region-level matching, and pixel-level matching.
no code implementations • 12 Aug 2022 • Zhiyu Jin, Xuli Shen, Bin Li, xiangyang xue
We connect Fourier amplitude and phase with Gram matrices and a content reconstruction loss in style transfer, respectively.
no code implementations • 27 Oct 2020 • Xuli Shen, Qing Xu, xiangyang xue
and the mean value of loss function is used as the empirical risk by Law of Large Numbers (LLN).