Attention is the mechanism described in the paper: "Attention Is All You Need".
Attend is an operation of Tensorflow or PyTorch.
Dear Tong Guo ,
Attention has been a fairly popular concept and a useful tool in the deep learning. Attention is, to some extent, motivated by how we pay visual attention to different regions of an image or correlate words in one sentence. In a nutshell, attention in the deep learning can be broadly interpreted as a vector of importance weights: in order to predict or infer one element, such as a pixel in an image or a word in a sentence, we estimate using the attention vector how strongly it is correlated with (attends to) other elements and take the sum of their values weighted by the attention vector as the approximation of the target.
Dear Tong Guo,
Attend. The verb attend means to be present, to listen, or give care or attention to. You can attend your family reunion, attend to a project you've been ignoring, orattend to your teacher's voice. When you use attend as "pay attention" or "take care of," it's followed by "to."
Regards,
Shafagat
Dear Tong Guo,
The difference between "attend" and "attention":
- The MD has asked all RMs to attend the meeting.
- None of the cadets attended the camp.
2. Attention: noun: giving careful thought
- For the attention of the CEO.
- If you want to do well on the test, you have to pay attention to the teacher.
I hope the information will help you.
With Best Wishes,
Samir G. Pandya
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