Google is offering free AI courses that can help professionals and students to upskill themselves. From introduction into ...

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 ...

Encoder-Decoder Architecture. Based on the vanilla Transformer model, the encoder-decoder architecture consists of two stacks: an encoder and a decoder. The encoder uses stacked multi-head ...

In an era where machines are increasingly expected to comprehend, generate, and interact with human language and sensory data, the concept of “attention” has emerged as a guiding beacon in the realm ...

Similar to the basic encoder-decoder architecture, this fancy mechanism plug a context vector into the gap between encoder and ... and Yoshua Bengio. Describing Multimedia Content using ...