% Key papers for CAM refinement and prototypes (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2020_self_16205,
  title = {{Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2020_weakly_16479,
  title = {{Weakly-Supervised Semantic Segmentation via Sub-Category Exploration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2022_multi_19374,
  title = {{Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_learning_19172,
  title = {{Learning Affinity From Attention: End-to-End Weakly-Supervised Semantic Segmentation With Transformers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_class_18454,
  title = {{Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2020_learning_15765,
  title = {{Learning Integral Objects With Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2023_token_22352,
  title = {{Token Contrast for Weakly-Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22903},
}

@inproceedings{cvpr2022_self_19824,
  title = {{Self-Supervised Image-Specific Prototype Exploration for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_clims_18413,
  title = {{CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_embedded_16939,
  title = {{Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_lesion_17339,
  title = {{Lesion-Aware Transformers for Diabetic Retinopathy Grading}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2022_activation_1700,
  title = {{Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/02117-activation-modulation-and-recalibration-scheme-for-weakly-supervised-semantic-segmentation/},
}

@inproceedings{aaai2021_group_694,
  title = {{Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/01984-group-wise-semantic-mining-for-weakly-supervised-semantic-segmentation/},
}

@inproceedings{cvpr2022_c_18401,
  title = {{C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_weakly_20205,
  title = {{Weakly Supervised Semantic Segmentation Using Out-of-Distribution Data}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2021_discriminative_439,
  title = {{Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/01754-discriminative-region-suppression-for-weakly-supervised-semantic-segmentation/},
}

@inproceedings{cvpr2023_boundary_20507,
  title = {{Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22067},
}

@inproceedings{cvpr2022_threshold_20023,
  title = {{Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_extracting_20953,
  title = {{Extracting Class Activation Maps From Non-Discriminative Features As Well}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21431},
}

@inproceedings{cvpr2023_weakly_22563,
  title = {{Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22128},
}

@inproceedings{cvpr2024_from_23523,
  title = {{From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29793},
}

@inproceedings{cvpr2024_hunting_23728,
  title = {{Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30971},
}

@inproceedings{cvpr2024_class_22969,
  title = {{Class Tokens Infusion for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31337},
}

@inproceedings{cvpr2024_dupl_23277,
  title = {{DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31568},
}

@inproceedings{cvpr2024_psdpm_24419,
  title = {{PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31185},
}

@inproceedings{cvpr2025_ffr_26208,
  title = {{FFR: Frequency Feature Rectification for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32909},
}

@inproceedings{aaai2024_weakly_7796,
  title = {{Weakly Supervised Semantic Segmentation for Driving Scenes}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28053},
}

@inproceedings{cvpr2025_prototype_27324,
  title = {{Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32505},
}

@inproceedings{cvpr2025_weakly_28148,
  title = {{Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32410},
}

@inproceedings{aaai2025_more_9973,
  title = {{MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33018},
}

@inproceedings{aaai2024_progressive_7000,
  title = {{Progressive Feature Self-Reinforcement for Weakly Supervised Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27980},
}

@inproceedings{aaai2025_weakly_11278,
  title = {{Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32306},
}

@inproceedings{cvpr2025_multi_27017,
  title = {{Multi-Label Prototype Visual Spatial Search for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33138},
}

@inproceedings{aaai2024_w2p_7783,
  title = {{W2P: Switching from Weak Supervision to Partial Supervision for Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28531},
}

@inproceedings{aaai2026_capro_100468,
  title = {{CaPro: Curvilinear-aware Prompt Learning with Single Unlabeled Image for Cost-effective Curvilinear Structure Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37315},
}

@inproceedings{aaai2026_ssr_100383,
  title = {{SSR: Semantic and Spatial Rectification for CLIP-based Weakly Supervised Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37230},
}

@inproceedings{aaai2026_escaping_100415,
  title = {{Escaping the CAM Shadow: Uncertainty-Guided Reliable Learning for Weakly Supervised Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37262},
}

@inproceedings{neurips2026_improved_90237,
  title = {{Improved Weakly Supervised Semantic Segmentation with A Relationally Optimized Prototype Memory Bank Framework}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/150702},
}

@inproceedings{neurips2026_wsissm_93331,
  title = {{WsiSSM: A Weakly Supervised Subset-Matching Framework for Unified Classification and Segmentation of Histopathology Whole Slide Images}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/152115},
}

@inproceedings{cvpr2026_frequency_96392,
  title = {{Frequency-Aware Affinity for Weakly Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Yang_Frequency-Aware_Affinity_for_Weakly_Supervised_Semantic_Segmentation_CVPR_2026_paper.html},
}