I'm trying to understand the concept of the CLS token in the context of Vision Transformer (ViT). Could someone explain its purpose and how it fits into the overall architecture?
5 answers
Caterina
Thu Nov 21 2024
This representation serves as a comprehensive summary for classification tasks.
mia_rose_lawyer
Thu Nov 21 2024
It occupies the initial position in the sequence to maintain uniformity in managing sequence-level assignments.
SakuraTide
Thu Nov 21 2024
The [CLS] token undergoes learning in parallel with other tokens within the sequence.
Carlo
Thu Nov 21 2024
Its main function is to encapsulate the overall context and information from the sequence.
CherryBlossomKiss
Wed Nov 20 2024
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