@article{beyondclipknowledgeenhancedmultimodaltra, title = {Beyond CLIP: Knowledge-Enhanced Multimodal Transformers for Cross-Modal Alignment in Diabetic Retinopathy Diagnosis}, author = {Argha Kamal Samanta and Harshika Goyal and Vasudha Joshi and Tushar Mungle and Pabitra Mitra}, year = {2025}, eprint = {2512.19663}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.19663}, }