Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration

Shihao Zhou, Duosheng Chen, Jinshan Pan, Jinglei Shi, Jufeng Yang
2/9/2026

No official code found. Best implementation: joshyZhou/AST (178 stars, Apache-2.0, last commit 2025-07-16).

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joshyZhou/ASTCommunity67%
Apache-2.0

Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration

1788Shell, MATLABMar 15, 20241 years agoApache-2.0

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Cite this paper

@article{zhou2026adapt,
  title  = {Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration},
  author = {Shihao Zhou and Duosheng Chen and Jinshan Pan and Jinglei Shi and Jufeng Yang},
  year   = {2026},
  doi    = {10.1109/CVPR52733.2024.00285},
  url    = {https://doi.org/10.1109/CVPR52733.2024.00285},
  journal = {CVPR 2024 2024}
}

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