Lightweight CNN-Transformer complementary network for large-scale analysis: semantic alignment of heterogeneous multi-modal features

Lei Shi, Xintong Yan, Jing Chen, Weiyu Ye, Pengfei Zhang, Pengtao Lv, Zhan Zhang, Xiangcheng Feng

Open source

DOI
10.1186/s40537-026-01498-2
Published
7
Container
Journal of Big Data
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1186/s40537-026-01498-2,
  title = {Lightweight CNN-Transformer complementary network for large-scale analysis: semantic alignment of heterogeneous multi-modal features},
  author = {Lei Shi and Xintong Yan and Jing Chen and Weiyu Ye and Pengfei Zhang and Pengtao Lv and Zhan Zhang and Xiangcheng Feng},
  year = {2026},
  journal = {Journal of Big Data},
  doi = {10.1186/s40537-026-01498-2},
  url = {https://doi.org/10.1186/s40537-026-01498-2}
}

RIS

TY  - JOUR
TI  - Lightweight CNN-Transformer complementary network for large-scale analysis: semantic alignment of heterogeneous multi-modal features
AU  - Lei Shi
AU  - Xintong Yan
AU  - Jing Chen
AU  - Weiyu Ye
AU  - Pengfei Zhang
AU  - Pengtao Lv
AU  - Zhan Zhang
AU  - Xiangcheng Feng
PY  - 2026
JO  - Journal of Big Data
DO  - 10.1186/s40537-026-01498-2
UR  - https://doi.org/10.1186/s40537-026-01498-2
ER  - 

APA

Shi, L., Yan, X., Chen, J., Ye, W., Zhang, P., Lv, P., Zhang, Z., & Feng, X. (2026). Lightweight CNN-Transformer complementary network for large-scale analysis: semantic alignment of heterogeneous multi-modal features. Journal of Big Data. https://doi.org/10.1186/s40537-026-01498-2

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