% Key papers for Contrastive learning for imbalanced data (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2024_decoupled_5625,
  title = {{Decoupled Contrastive Learning for Long-Tailed Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28459},
}

@inproceedings{cvpr2022_a_18213,
  title = {{A Simple Episodic Linear Probe Improves Visual Recognition in the Wild}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{neurips2021_pl_62771,
  title = {{Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://openreview.net/forum?id=eLYinD0TtIt},
}

@inproceedings{neurips2022_solar_66357,
  title = {{SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/53253},
}

@inproceedings{cvpr2025_a_25371,
  title = {{A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34673},
}

@inproceedings{neurips2021_improving_61695,
  title = {{Improving Contrastive Learning on Imbalanced Data via Open-World Sampling}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28005},
}

@inproceedings{aaai2019_visual_103385,
  title = {{Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4805},
}

@inproceedings{aaai2024_beyond_5287,
  title = {{Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27958},
}

@inproceedings{neurips2023_a_68582,
  title = {{A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73549},
}

@inproceedings{aaai2023_learning_4041,
  title = {{Learning to Generate an Unbiased Scene Graph by Using Attribute-Guided Predicate Features}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25356},
}

@inproceedings{neurips2021_supercharging_63036,
  title = {{Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26687},
}

@inproceedings{aaai2025_ra_10430,
  title = {{RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33036},
}

@inproceedings{aaai2024_dme_5567,
  title = {{DME: Unveiling the Bias for Better Generalized Monocular Depth Estimation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28506},
}

@inproceedings{aaai2018_learning_100325,
  title = {{Learning Differences Between Visual Scanning Patterns Can Disambiguate Bipolar and Unipolar Patients}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11289},
}

@inproceedings{cvpr2024_classes_22970,
  title = {{Classes Are Not Equal: An Empirical Study on Image Recognition Fairness}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30481},
}

@inproceedings{aaai2025_quantum_10420,
  title = {{Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34781},
}

@inproceedings{neurips2024_once_73755,
  title = {{Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93747},
}

@inproceedings{icml2026_negatives_50475,
  title = {{Negatives-Dominant Contrastive Learning for Generalization in Imbalanced Domains}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=Cez36tiWXz},
}

@inproceedings{icml2026_a_51038,
  title = {{A Refined Generalization Analysis for Extreme Multi-class Supervised Contrastive Representation Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=IL6lhb2r1e},
}

@inproceedings{neurips2025_imbalances_79276,
  title = {{Imbalances in Neurosymbolic Learning: Characterization and Mitigating Strategies}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=nik6BjmLm2},
}

@inproceedings{icml2026_modeling_53573,
  title = {{Modeling Long-Tail Relations in the Operating Room via In-Context Multimodal Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=gkR8wS8OXs},
}

@inproceedings{icml2026_nbcg_53844,
  title = {{NBCG: Nash-Bargained Causal Game for Long-Tailed Multi-Label NLP}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=jIHoooImnn},
}