@article{synth2boostingvisuallanguagemodelswith, title = {Synth$^2$: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings}, author = {Sahand Sharifzadeh and Christos Kaplanis and Shreya Pathak and Dharshan Kumaran and Anastasija Ilic and Jovana Mitrovic and Charles Blundell and Andrea Banino}, year = {2024}, eprint = {2403.07750}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2403.07750v2}, }