@article{principledmultimodalrepresentationlearni, title = {Principled Multimodal Representation Learning}, author = {Xiaohao Liu and Xiaobo Xia and See-Kiong Ng and Tat-Seng Chua}, year = {2025}, eprint = {2507.17343}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.17343}, }