Search Results for author: Yingyi Zhang

Found 11 papers, 3 papers with code

SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation

1 code implementation4 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.

Edge-computing Pose Estimation

DistilPose: Tokenized Pose Regression with Heatmap Distillation

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.

Knowledge Distillation Pose Estimation +1

Coordinating Cross-modal Distillation for Molecular Property Prediction

no code implementations30 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.

Graph Regression Graph Representation Learning +4

Geometric Synthesis: A Free lunch for Large-scale Palmprint Recognition Model Pretraining

no code implementations11 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.

TAR

Enhancing Keyphrase Extraction from Academic Articles with their Reference Information

1 code implementation28 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.

Keyphrase Extraction

Enhancing Keyphrase Extraction from Microblogs using Human Reading Time

no code implementations20 Oct 2020 Yingyi Zhang, Chengzhi Zhang

Moreover, we propose strategies to make eye fixation duration more effective on keyphrase extraction.

Keyphrase Extraction

Towards Palmprint Verification On Smartphones

no code implementations30 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.

Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts

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.

Information Retrieval Keyphrase Extraction +1

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