1 code implementation • 4 Apr 2024 • Sichen Chen, Yingyi Zhang, Siming Huang, Ran Yi, Ke Fan, Ruixin Zhang, Peixian Chen, Jun Wang, Shouhong Ding, Lizhuang Ma
To mitigate the problem of under-fitting, we design a transformer module named Multi-Cycled Transformer(MCT) based on multiple-cycled forwards to more fully exploit the potential of small model parameters.
no code implementations • ICCV 2023 • Lei Shen, Jianlong Jin, Ruixin Zhang, Huaen Li, Kai Zhao, Yingyi Zhang, Jingyun Zhang, Shouhong Ding, Yang Zhao, Wei Jia
Palmprint recently shows great potential in recognition applications as it is a privacy-friendly and stable biometric.
1 code implementation • CVPR 2023 • Suhang Ye, Yingyi Zhang, Jie Hu, Liujuan Cao, Shengchuan Zhang, Lei Shen, Jun Wang, Shouhong Ding, Rongrong Ji
Specifically, DistilPose maximizes the transfer of knowledge from the teacher model (heatmap-based) to the student model (regression-based) through Token-distilling Encoder (TDE) and Simulated Heatmaps.
no code implementations • 30 Nov 2022 • Hao Zhang, Nan Zhang, Ruixin Zhang, Lei Shen, Yingyi Zhang, Meng Liu
The existing graph methods have demonstrated that 3D geometric information is significant for better performance in MPP.
no code implementations • 8 Sep 2022 • Lei Zhao, Yingyi Zhang, Chengzhi Zhang
Then, the machine attention values of each sentence were learned from a sentiment classification model.
no code implementations • 11 Mar 2022 • Kai Zhao, Lei Shen, Yingyi Zhang, Chuhan Zhou, Tao Wang, Ruixin Zhang, Shouhong Ding, Wei Jia, Wei Shen
In this paper, by observing that palmar creases are the key information to deep-learning-based palmprint recognition, we propose to synthesize training data by manipulating palmar creases.
1 code implementation • 28 Nov 2021 • Chengzhi Zhang, Lei Zhao, Mengyuan Zhao, Yingyi Zhang
This indicates the usefulness of reference information on keyphrase extraction of academic papers and provides a new idea for the following research on automatic keyphrase extraction.
no code implementations • 20 Oct 2020 • Yingyi Zhang, Chengzhi Zhang
Moreover, we propose strategies to make eye fixation duration more effective on keyphrase extraction.
no code implementations • 30 Mar 2020 • Yingyi Zhang, Lin Zhang, Ruixin Zhang, Shaoxin Li, Jilin Li, Feiyue Huang
First, to facilitate the study of palmprint verification on smartphones, we established an annotated palmprint dataset named MPD, which was collected by multi-brand smartphones in two separate sessions with various backgrounds and illumination conditions.
no code implementations • ACL 2019 • Yingyi Zhang, Chengzhi Zhang
Thus, this paper aims to integrate human attention into keyphrase extraction models.
no code implementations • NAACL 2018 • Yingyi Zhang, Jing Li, Yan Song, Chengzhi Zhang
Existing keyphrase extraction methods suffer from data sparsity problem when they are conducted on short and informal texts, especially microblog messages.