A Comprehensive Review of Multimodal Visual Representation Learning: Tracing the Evolution from CNNs to Transformers and Beyond.
Dong Zhang|Wei Kitt Wong|Ing Ming Chew
| Anthology ID: | DBLP:journals/ijmir/ZhangWC25 |
|---|---|
| Year: | 2025 |
| Venue: | International Journal of Multimedia Information Retrieval (IJMIR) |
| Pages: | 32 |
| URL: | https://doi.org/10.1007/S13735-025-00382-8 |
| DOI: | https://doi.org/10.1007/S13735-025-00382-8 |
| DBLP: | journals/ijmir/ZhangWC25 |
| BibTeX: |
@article{zhang-2025-comprehensive,
author = {Dong Zhang and
Wei Kitt Wong and
Ing Ming Chew},
title = {{A Comprehensive Review of Multimodal Visual Representation Learning: Tracing the Evolution from CNNs to Transformers and Beyond}},
journal = {International Journal of Multimedia Information Retrieval (IJMIR)},
volume = {14},
number = {4},
pages = {32},
year = {2025},
url = {https://doi.org/10.1007/S13735-025-00382-8},
doi = {https://doi.org/10.1007/S13735-025-00382-8}
}