@article{sam2loracompositelossguidedparametereffi, title = {SAM2LoRA: Composite Loss-Guided, Parameter-Efficient Finetuning of SAM2 for Retinal Fundus Segmentation}, author = {Sayan Mandal and Divyadarshini Karthikeyan and Manas Paldhe}, year = {2025}, eprint = {2510.10288}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.10288}, }