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What is: Pyramid Vision Transformer v2?

SourcePVT v2: Improved Baselines with Pyramid Vision Transformer
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Pyramid Vision Transformer v2 (PVTv2) is a type of Vision Transformer for detection and segmentation tasks. It improves on PVTv1 through several design improvements: (1) overlapping patch embedding, (2) convolutional feed-forward networks, and (3) linear complexity attention layers that are orthogonal to the PVTv1 framework.