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

Originally introduced in a 2017 paper, “Attention Is All You Need” from researchers at Google, the transformer was introduced as an encoder-decoder ... captioning to voice cloning to image ...

The official repository for “Hierarchical Encoder-decoder for Image Captioning (HierCap)”. HierCap is a model to guide text generation with hierarchical visual information at three levels: global ...

ENCO has formally debuted its first closed caption encoder. Introducing DoCaption EN848, available separately or as part of ENCO’s enCaption system. It offers users an on-premise or cloud option ...

To address these issues, this paper studies and optimizes the image caption model with encoder-decoder architecture. The structure of the paper is arranged as follows: section 2 puts forward the image ...

Dual-encoder models are excellent at zero-shot picture categorization, but they are less suitable for common vision-language understanding. On the other hand, encoder-decoder approaches are good at ...

Remote sensing image captioning involves generating a concise textual description for an input aerial image. The task has received significant attention, and several recent proposals are based on ...