Learning vision from models rivals learning vision from data

Y Tian, L Fan, K Chen, D Katabi… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce SynCLR a novel approach for learning visual representations exclusively from
synthetic images without any real data. We synthesize a large dataset of image captions …

Learning Vision from Models Rivals Learning Vision from Data

Y Tian, L Fan, K Chen, D Katabi, D Krishnan… - arXiv preprint arXiv …, 2023 - arxiv.org
We introduce SynCLR, a novel approach for learning visual representations exclusively from
synthetic images and synthetic captions, without any real data. We synthesize a large …

Learning Vision from Models Rivals Learning Vision from Data

Y Tian, L Fan, K Chen, D Katabi, D Krishnan… - arXiv e …, 2023 - ui.adsabs.harvard.edu
We introduce SynCLR, a novel approach for learning visual representations exclusively from
synthetic images and synthetic captions, without any real data. We synthesize a large …