1 code implementation • 5 Dec 2023 • Ke Liang, Sifan Wu, Jiayi Gu
Evaluation of our method is carried out on two typical medical datasets, MedDG and MedDialog-CN.
no code implementations • 3 May 2022 • Zhenguang Liu, Sifan Wu, Chejian Xu, Xiang Wang, Lei Zhu, Shuang Wu, Fuli Feng
3) To enhance texture details, we encode facial features with geometric guidance and employ local GANs to refine the face, feet, and hands.
no code implementations • 15 Apr 2022 • Haoming Chen, Runyang Feng, Sifan Wu, Hao Xu, Fengcheng Zhou, Zhenguang Liu
Briefly, existing approaches put their efforts in three directions, namely network architecture design, network training refinement, and post processing.
1 code implementation • NeurIPS 2020 • Sifan Wu, Xi Xiao, Qianggang Ding, Peilin Zhao, Ying WEI, Junzhou Huang
Specifically, AST adopts a Sparse Transformer as the generator to learn a sparse attention map for time series forecasting, and uses a discriminator to improve the prediction performance from sequence level.
Multivariate Time Series Forecasting Probabilistic Time Series Forecasting +1
no code implementations • 15 Aug 2019 • Qianggang Ding, Sifan Wu, Hao Sun, Jiadong Guo, Shu-Tao Xia
In addition, label regularization techniques such as label smoothing and label disturbance have also been proposed with the motivation of adding a stochastic perturbation to labels.