% Key papers for Efficient image transformers (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2022_uformer_20110,
  title = {{Uformer: A General U-Shaped Transformer for Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_image_17163,
  title = {{Image Super-Resolution With Non-Local Sparse Attention}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_learning_21426,
  title = {{Learning a Sparse Transformer Network for Effective Image Deraining}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/23196},
}

@inproceedings{cvpr2023_lite_21449,
  title = {{Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21605},
}

@inproceedings{cvpr2022_mask_19314,
  title = {{Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_pose_17629,
  title = {{Pose Recognition With Cascade Transformers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_transgeo_20079,
  title = {{TransGeo: Transformer Is All You Need for Cross-View Image Geo-Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2024_adapt_22719,
  title = {{Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29906},
}

@inproceedings{cvpr2022_transvpr_20084,
  title = {{TransVPR: Transformer-Based Place Recognition With Multi-Level Attention Aggregation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2024_efficient_23331,
  title = {{Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31160},
}

@inproceedings{neurips2022_cross_66352,
  title = {{Cross Aggregation Transformer for Image Restoration}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55335},
}

@inproceedings{cvpr2023_r2former_21960,
  title = {{R2Former: Unified Retrieval and Reranking Transformer for Place Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/23298},
}

@inproceedings{aaai2023_spatial_4713,
  title = {{Spatial-Spectral Transformer for Hyperspectral Image Denoising}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25221},
}

@inproceedings{aaai2023_shadowformer_4678,
  title = {{ShadowFormer: Global Context Helps Shadow Removal}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25148},
}

@inproceedings{cvpr2016_learning_11677,
  title = {{Learning to Match Aerial Images With Deep Attentive Architectures}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2022_matteformer_19321,
  title = {{MatteFormer: Transformer-Based Image Matting via Prior-Tokens}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_optimization_21789,
  title = {{Optimization-Inspired Cross-Attention Transformer for Compressive Sensing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22932},
}

@inproceedings{cvpr2022_knn_19123,
  title = {{KNN Local Attention for Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_guideformer_18967,
  title = {{GuideFormer: Transformers for Image Guided Depth Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{neurips2022_degradation_66116,
  title = {{Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55313},
}

@inproceedings{cvpr2024_correlation_23051,
  title = {{Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31722},
}

@inproceedings{cvpr2024_boq_22857,
  title = {{BoQ: A Place is Worth a Bag of Learnable Queries}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30598},
}

@inproceedings{aaai2025_can_8386,
  title = {{Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32754},
}

@inproceedings{cvpr2024_homoformer_23712,
  title = {{HomoFormer: Homogenized Transformer for Image Shadow Removal}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31163},
}

@inproceedings{aaai2025_rethinking_10539,
  title = {{Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32506},
}

@inproceedings{cvpr2024_ufc_25100,
  title = {{UFC-Net: Unrolling Fixed-point Continuous Network for Deep Compressive Sensing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30588},
}

@inproceedings{aaai2025_occlusion_10154,
  title = {{Occlusion-Embedded Hybrid Transformer for Light Field Super-Resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32940},
}

@inproceedings{cvpr2024_dual_23281,
  title = {{Dual Prior Unfolding for Snapshot Compressive Imaging}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31424},
}

@inproceedings{aaai2024_dual_5763,
  title = {{Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28190},
}

@inproceedings{cvpr2024_dual_23285,
  title = {{Dual-Scale Transformer for Large-Scale Single-Pixel Imaging}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31634},
}

@inproceedings{aaai2024_efficient_5809,
  title = {{Efficient Lightweight Image Denoising with Triple Attention Transformer}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28604},
}

@inproceedings{aaai2025_efficient_8898,
  title = {{Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32687},
}

@inproceedings{cvpr2024_improving_23780,
  title = {{Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30794},
}

@inproceedings{aaai2025_detail_8706,
  title = {{Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32707},
}

@inproceedings{aaai2025_motion_9997,
  title = {{Motion-adaptive Transformer for Event-based Image Deblurring}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32967},
}

@inproceedings{neurips2024_taptrv2_71101,
  title = {{TAPTRv2: Attention-based Position Update Improves Tracking Any Point}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96113},
}

@inproceedings{neurips2024_single_72258,
  title = {{Single Image Reflection Separation via Dual-Stream Interactive Transformers}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95086},
}

@inproceedings{aaai2024_multi_6684,
  title = {{Multi-Constellation-Inspired Single-Shot Global LiDAR Localization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28908},
}