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EAPT: Efficient attention pyramid transformer for image processing
Xiao Lin
, Shuzhou Sun
, Wei Huang
, Bin Sheng
,
Ping Li
, David Dagan Feng
Department of Computing
The Hong Kong Polytechnic University
Research output
:
Journal article publication
›
Journal article
›
Academic research
›
peer-review
413
Citations (Scopus)
Overview
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Keyphrases
Transformer
100%
Image Processing
100%
Efficient Attention
100%
Attention Pyramid
100%
Vision Task
50%
Patch-based
50%
Image Classification
25%
Encoding-decoding
25%
Global View
25%
Semantic Information
25%
Global Attention
25%
Information Communication
25%
Object Detection
25%
Communication Information
25%
Transformer Model
25%
Semantic Segmentation
25%
Communication Module
25%
Vanilla
25%
Ablation Study
25%
Position Encoding
25%
Vision Transformer
25%
Deformable Attention
25%
Any Dimension
25%
Computer Science
Image Segmentation
100%
Image Processing
100%
Image Classification
100%
Object Detection
100%
Communication Module
100%
Vision Transformer
100%