A vision encoder is a necessary component for allowing many leading LLMs to be able to work with images uploaded by users.

This class starts with an introduction to the transformer architecture using large language models as an example. We will then introduce vision transformers and contrastive learning image pretraining ...

A recent study conducted by University of Michigan researchers has examined the bias in OpenAI's CLIP, a model integral to the functioning of the popular DALL-E image generator. The findings ...

The model is based on the Transformer architecture used in GPT-3 ... DALL·E generates output images autoregressively, and OpenAI uses CLIP to rank the quality of the generated images.

Researchers from Adobe and the University of North Carolina (UNC) have open-sourced CLIP-S, an image-captioning AI model that produces fine-grained descriptions of images.In evaluations with ...