@article{luminaomnilvaunifiedmultimodalframework, title = {Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision}, author = {Yuandong Pu and Le Zhuo and Kaiwen Zhu and Liangbin Xie and Wenlong Zhang and Xiangyu Chen and Peng Gao and Yu Qiao and Chao Dong and Yihao Liu}, year = {2025}, eprint = {2504.04903}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.04903v2}, }