Shengyong Chen

Tianjin University of Technology

SCHOLARLY PAPERS

5

DOWNLOADS

187

TOTAL CITATIONS

0

Scholarly Papers (5)

Actions:
Email selected abstracts
1.

Svd-Kd: Svd-Based Hidden Layer Feature Extraction for Knowledge Distillation

Number of pages: 25 Posted: 15 Apr 2024
Jianhua Zhang, Yi Gao, Mian Zhou, Ruyu Liu, Xu Cheng, Saša V. Nikolić and Shengyong Chen
Tianjin University of Technology, Tianjin University of Technology, Tianjin University of Technology, Hangzhou Normal University, Smart Innovation Norway, affiliation not provided to SSRN and Tianjin University of Technology
Downloads 59 (780,398)

Abstract:

Loading...

Knowledge Distillation, Singular Value Decomposition, deep learning, Computer Vision, Model compression

2.

Let-Up: A Lightweight, Efficient Binarized Transformer for Point Cloud Upsampling

Number of pages: 15 Posted: 17 May 2024
Yunrui Zhu, Zhiyong Zhang, Ruyu Liu, Jianhua Zhang, Xu Cheng and Shengyong Chen
Tianjin University of Technology, Tianjin University of Technology, Hangzhou Normal University, Tianjin University of Technology, Smart Innovation Norway and Tianjin University of Technology
Downloads 48 (861,878)

Abstract:

Loading...

Transformer, Binary neural network, Point cloud upsampling, Deep learning, Lightweight

3.

Learning Light Field Macro-Gepi Representation for Semantic Segmentation

Number of pages: 13 Posted: 02 Feb 2023
Chen Jia, Fan Shi, Shengyong Chen and Meng Zhao
affiliation not provided to SSRN, Tianjin University of Technology, Tianjin University of Technology and Tianjin University of Technology
Downloads 46 (878,592)

Abstract:

Loading...

Light field imaging, semantic segmentation, macro-GEPI, light field dataset.

4.

Dsnet: A Dynamic Squeeze Network for Real-Time Weld Seam Image Segmentation

Number of pages: 21 Posted: 28 Dec 2023
Jia Chen, Congcong Wang, Fan Shi, Mounir Kaaniche, Meng Zhao, Yan Jing and Shengyong Chen
Tianjin University of Technology, Tianjin University of Technology, Tianjin University of Technology, Sorbonne University, Tianjin University of Technology, affiliation not provided to SSRN and Tianjin University of Technology
Downloads 26 (1,082,047)

Abstract:

Loading...

Robot welding, structured light vision, seam tracking, image segmentation, deep learning, lightweight network

5.

Prototype-Based Heterogeneous Federated Learning for Blade Icing Detection in Wind Turbines with Class Imbalanced Data

Number of pages: 23 Posted: 10 Apr 2025
Lele Qi, Xu Cheng, Fan Shi, Xiufeng Liu and Shengyong Chen
Tianjin University of Technology, Smart Innovation Norway, Tianjin University of Technology, Technical University of Denmark and Tianjin University of Technology
Downloads 8 (1,289,390)

Abstract:

Loading...

blade icing detection federated learning class imbalance