@article{bloinstbileveloptimizationbasedalignment, title = {BLO-Inst: Bi-Level Optimization Based Alignment of YOLO and SAM for Robust Instance Segmentation}, author = {Li Zhang and Pengtao Xie}, year = {2026}, eprint = {2601.22061}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.22061}, }