@article{scalersamenhancedcollaborativelearningfo, title = {SCALER: SAM-Enhanced Collaborative Learning for Label-Deficient Concealed Object Segmentation}, author = {Chunming He and Rihan Zhang and Longxiang Tang and Ziyun Yang and Kai Li and Deng-Ping Fan and Sina Farsiu}, year = {2025}, eprint = {2511.18136}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.18136}, }