Encoder-decoder models, such as Google’s T5 and Meta’s BART, consist of two distinct components ... While they may struggle with understanding complex input structures or relationships, as ...

Abstract: The strategic communication problem consists of a joint source-channel coding problem in which the encoder and the decoder optimize two arbitrary distinct distortion functions. This problem ...

Autoencoders enable us to distil information by utilising a neural network architecture composed of an encoder and decoder. There are multiple types of autoencoders that vary based on their structure ...

This paper proposes a dense encoder-decoder network based on two-level context enhanced residual attention mechanism (TLCRAM-DED). With respect to TLCRAM-DED, we design the encoding structure ...

Structure of ... of an 8K 120-Hz video encoder/ decoder was described in this report. The 8K 120-Hz encoder enables real-time and high-quality encoding through quasi-two-pass encoding and parallel ...