The transformer consists of a encoder (encoder ... efficient LLMs are based on the transformer architecture, with some researchers experimenting and testing with other architectures, such as Recurrent ...

D-Cinema and the Beyond Cinema JPEG 2000 families have been especially designed to meet today’s requirement of the Digital Cinema Initiative (DCI) , while already preparing for the future of Digital ...

In this paper, a high-efficiency encoder-decoder structure, inspired by the top-down attention mechanism in human brain perception and named human-like perception attention network (HPANet), is ...

This network follows an encoder-decoder architecture, integrating the multi-path aggregation mask (MPAM) module with the multi-scale context relation decoder (MCRD) module. To enhance the fusion of ...

resulting in improved image quality without significant changes to the underlying encoder-decoder architecture. Despite these technological strides, WHAMM is far from perfect and remains more of a ...