@article{topolorasamtopologyawareparameterefficie, title = {TopoLoRA-SAM: Topology-Aware Parameter-Efficient Adaptation of Foundation Segmenters for Thin-Structure and Cross-Domain Binary Semantic Segmentation}, author = {Salim Khazem}, year = {2026}, eprint = {2601.02273}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.02273}, }