@article{towardsuniformityandalignmentformultimod, title = {Towards Uniformity and Alignment for Multimodal Representation Learning}, author = {Wenzhe Yin and Pan Zhou and Zehao Xiao and Jie Liu and Shujian Yu and Jan-Jakob Sonke and Efstratios Gavves}, year = {2026}, eprint = {2602.09507}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.09507}, }