H.267 should be finalized between July and October 2028. If history holds, this means H.267 won't see meaningful deployment until 2034-2036, long after I hang up my keyboard. Here's a brief ...

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 ...

TensorRT-LLM has long been a critical tool for optimizing inference in models such as decoder-only architectures like Llama 3.1, mixture-of-experts models like Mixtral, and selective state-space ...

Transform coding, a simple yet efficient image coding technique, has been adopted by the Joint Photographic Experts Group (JPEG) as the basis for an emerging coding standard for compression of still ...

Particularly, deep neural networks based on U-shaped architectures and skip connections have been extensively employed in various medical image tasks. U-Net is characterized by its encoder-decoder ...

The paper is published in the journal Frontiers of Optoelectronics. More information: Yuxiang Su et al, Research on a multi-dimensional image information fusion algorithm based on NSCT transform, ...

The research thoroughly investigates the UNet encoder in diffusion models, revealing gentle changes in encoder features and substantial variations in decoder features during inference. Introducing an ...