CLR, a novel contrastive learning method using graph-based sample relationships. This approach outperformed traditional ...

Another notable innovation in this domain is CLIP (Contrastive Language-Image Pre-Training), a model that excels in representation learning by bridging multiple modalities to perform ...

Using the CLIP contrastive models, DALL·E 2 runs in two stages: the first creates a CLIP image embed with a text caption and the second generates an image based on that.