@inproceedings{shi2023towards, title={Towards understanding the modality gap in CLIP}, author={Shi, Peiyang and Welle, Michael C and Bj{\"o}rkman, M{\aa}rten and Kragic, Danica}, booktitle={ICLR 2023 Workshop on Multimodal Representation Learning: Perks and Pitfalls}, year={2023} }