News

New fully open source vision encoder OpenVision arrives to improve on OpenAI’s Clip, Google’s SigLIP
A vision encoder is a necessary component for allowing many leading LLMs to be able to work with images uploaded by users.
RBR2mon
ENCO Debuts CloudCap Delivery Network for Captioning Services
CloudCap’s debut coincides with the availability of ENCO’s DoCaption EN848 closed captioning encoder, introduced at NAB New York in October 2024. Now shipping, the DoCaption EN848 provides ...
VentureBeat3mon
A look under the hood of transfomers, the engine driving AI model evolution
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 ...
GitHub5mon
Hierarchical Encoder-decoder for Image Captioning
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 ...
Frontiers1y
An image caption model based on attention mechanism and deep reinforcement learning
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 ...
marktechpost3y
Google AI Proposes Contrastive Captioner (CoCa): A Novel Encoder-Decoder Model That Simultaneously Produces Aligned Unimodal Image And Text Embeddings
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 ...
IEEE3y
Using Neural Encoder-Decoder Models With Continuous Outputs for Remote Sensing Image Captioning
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 ...