@article{aunifiedvariationalframeworkfordeepweakl, title = {A Unified Variational Framework for Deep Weakly Supervised Image Segmentation}, author = {Yin King Chu and Lingfeng Li and Sung Ha Kang and Jianping Zhang and Xue-Cheng Tai}, year = {2026}, eprint = {2607.19669}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.19669}, }