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 ...

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 ...

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 ...

Essential for tasks like text summarization and machine translation, this course explores the encoder-decoder architecture. You’ll gain foundational knowledge of training and deploying these models, ...