default author photo

Yongsheng Gao

Griffith University

170 Kessels Road

Nathan, QLD 4111

Australia

  • Griffith University

SCHOLARLY PAPERS

5

DOWNLOADS

538

TOTAL CITATIONS

1

Scholarly Papers (5)

Actions:
Email selected abstracts
1.

Adaptive Feature Selection-Based Feature Reconstruction Network for Few-Shot Learning

Number of pages: 35 Posted: 20 Sep 2024
Jie Ren, Yaohui An, Tao Lei, Junpo Yang, Wenyue Zhang, Zicheng Pan, Yi Liao, Yongsheng Gao, Changming Sun and Weichuan Zhang
affiliation not provided to SSRN, affiliation not provided to SSRN, Shaanxi University of Science and Technology, Shaanxi University of Science and Technology, affiliation not provided to SSRN, Griffith University, affiliation not provided to SSRN, Griffith University, CSIRO Data61 and Shaanxi University of Science and Technology
Downloads 268 (287,269)

Abstract:

Loading...

Few-shot learning, Adaptive feature selection, Adaptive feature selection-based feature reconstruction network

2.

Early Detection of Sugarcane Smut and Mosaic Diseases Via Hyperspectral Imaging and Spectral-Spatial Attention Deep Neural Networks

Number of pages: 20 Posted: 13 Feb 2024
Dong Bao, Jun Zhou, Shamsul A. Bhuiyan, Prakash Adhikari, Gervase Tuxworth, Rebecca Ford and Yongsheng Gao
Griffith University, Griffith University, Griffith University, affiliation not provided to SSRN, Griffith University, Griffith University and Griffith University
Downloads 102 (679,608)
Citation 1

Abstract:

Loading...

Sugarcane smut diseaseSugarcane mosaic diseasePlant disease detectionDeep learningHyperspectral imaging

3.

Pseudo-Set Frequency Refinement Architecture for Fine-Grained Few-Shot Class-Incremental Learning

Number of pages: 32 Posted: 29 Jun 2023
Zicheng Pan, Weichuan Zhang, Xiaohan Yu, Miaohua Zhang and Yongsheng Gao
Griffith University, Griffith University, Griffith University, Griffith University and Griffith University
Downloads 64 (942,565)

Abstract:

Loading...

Few-Shot Class-Incremental Learning, Fine-Grained Classification, Frequency Analysis, Feature Space Optimization

4.

Spectralkan: Weighted Activation Distribution Kolmogorov-Arnold Network for Hyperspectral Images Change Detection

Number of pages: 26 Posted: 30 Jul 2025
Yanheng Wang, Xiaohan Yu, Yongsheng Gao, Jianjun Sha, Jian Wang, Shiyong Yan, Kai Qin, Yonggang Zhang and Lianru Gao
affiliation not provided to SSRN, Macquarie University, Griffith University, affiliation not provided to SSRN, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, Harbin Engineering University and affiliation not provided to SSRN
Downloads 54 (1,074,648)

Abstract:

Loading...

Activation functions, change detection, High-dimensional data, Hyperspectral images, Kolmogorov-Arnold Networks

5.

Learning Sample Relationship for Cross-Domain Few-Shot Learning

Number of pages: 32 Posted: 18 May 2023
Miaohua Zhang, Xiaohan Yu, Yongsheng Gao, Zicheng Pan and Jun Zhou
Griffith University, Griffith University, Griffith University, Griffith University and Griffith University
Downloads 50 (1,074,648)

Abstract:

Loading...

Cross-domain, few-shot learning, generalization.