Decomformer: Decompose Self-Attention of Transformer for Efficient Image Restoration
A transformer architecture achieves outstanding performance in computer vision tasks based on the ability to capture long-range dependencies. However, a quadratic increase in complexity with respect to spatial resolution makes it impractical to apply for image restoration tasks. In this paper, we pr...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2024-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10464292/ |