A vision encoder is a necessary component for allowing many leading LLMs to be able to work with images uploaded by users.

Crestron Electronics, a manufacturer of workplace and smart home technology, has announced the new DM NVX 384 encoder/decoder for unified communications ... as well as delivers multi-input switching ...

The model is structured around an Encoder-Decoder ... a novel multi-head cross-modal attention mechanism and a Region-Specific Dynamics (RSD) layer. This layer is instrumental in modulating attention ...

an encoder and a decoder. The encoder uses stacked multi-head self-attention layers to encode the input sequence and generate latent representations. The decoder then performs cross-attention on these ...

This variation arises because we aim to focus either on the entire input sequence of the encoder or a portion of the input sequence from the decoder. The multi-head attention module linking the ...

Abstract: Convolutional encoder-decoder (CED) has emerged as a powerful architecture ... effectively capture long-term temporal dependencies. This study proposes a multi-attention bottleneck (MAB) ...

As the foundation of our proposed method, we use multi-encoder autoencoders such that each encoder receives the same input, and the outputs of each encoder are concatenated along the channel dimension ...