@article{controllingmultimodalllmsviarewardguided, title = {Controlling Multimodal LLMs via Reward-guided Decoding}, author = {Oscar MaƱas and Pierluca D'Oro and Koustuv Sinha and Adriana Romero-Soriano and Michal Drozdzal and Aishwarya Agrawal}, year = {2025}, eprint = {2508.11616}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.11616}, }