@inproceedings{taskpreferenceoptimizationimproving, title = {Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment}, author = {Ziang Yan and Zhilin Li and Yinan He and Chenting Wang and Kunchang Li and Xinhao Li and Xiangyu Zeng and Zilei Wang and Yali Wang and Yu Qiao and LiMin Wang and Yi Wang}, year = {2024}, booktitle = {CVPR 2025 1}, eprint = {2412.19326}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2412.19326v1}, }