Educational Scene of Person Writing on Blackboard About Positional Encoding in Transformer Models

只把下列文字输出在图片上，图片上是一个人在黑板上写下列内容： In this paper, since the transformer model itself doesnt have any sense of position for each input vector, we use two types of positional encodings to address this information. In detail, we use image positional encodings and word positional encodings to represent the image feature position and word vector position, respectively, A person writing on a blackboard. The text discusses positional encodings in transformer models. It explains image positional encodings and word positional encodings

A classroom setting with a person actively teaching or writing on a large blackboard. They are writing handwritten text in neat, legible handwriting, displaying the following words: 'In this paper, since the transformer model itself doesn't have any sense of position for each input vector, we use two types of positional encodings to address this information. In detail, we use image positional encodings and word positional encodings to represent the image feature position and word vector position, respectively.' The blackboard is filled with related diagrams or notes providing context to the discussion. The atmosphere is academic, emphasizing the brainstorming and intellectual environment of a learning session, A person writes on a blackboard. Displayed text discusses positional encodings in transformer models. The scene captures a classroom environment