ZhangGongjie / SAM-DETR

[CVPR'2022] SAM-DETR & SAM-DETR++: Official PyTorch Implementation
MIT License
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what means “the same embeding space” #4

Open cxq1 opened 2 years ago

cxq1 commented 2 years ago

what means “the same embeding space”

ZhangGongjie commented 2 years ago

Thanks for the interest in this work!

The concept of "the same embedding space" comes from Siamese Networks, where two identical and weight-sharing sub-networks project query and key into the same embedding space, thus ensuring better matching between them.

You may refer to papers or blogs about Siamese Networks for more details.