This structure is especially suited for tasks like machine translation, summarization, and question answering, where the input and output formats differ. The encoder extracts the meaning of the input, ...

The encoder structure aims to extract the most representative information from the original image through a series of convolution operations and to reduce the resolution of the input image. We adopt ...

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Large language models (LLMs) have changed the game for machine translation (MT). LLMs vary in architecture, ranging from decoder-only designs to encoder-decoder frameworks. Encoder-decoder models, ...

<I>By Linx Technologies, Inc.</i><br> Encoders and decoders are an ideal way of sending on/off data, such as button presses, to a remote location. When a line on the encoder is taken high, it will ...

A network video encoder is a device that converts analog video signals into digital data that can be transmitted over IP networks. It compresses the video data using various standards, such as H ...

We address the problem of depth estimation from a single monocular image in the paper. Depth estimation from a single image is an ill-posed and inherently ambiguous problem. In the paper, we propose ...