% Key papers for Contrastive versus non-contrastive theory (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2021_dual_16910,
  title = {{Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2022_contrastive_1882,
  title = {{Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/00762-contrastive-learning-from-extremely-augmented-skeleton-sequences-for-self-supervised-action-recognition/},
}

@inproceedings{neurips2020_supervised_60904,
  title = {{Supervised Contrastive Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17228},
}

@inproceedings{cvpr2023_change_20576,
  title = {{Change-Aware Sampling and Contrastive Learning for Satellite Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22347},
}

@inproceedings{cvpr2023_actionlet_20340,
  title = {{Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21914},
}

@inproceedings{iclr2022_understanding_31399,
  title = {{Understanding Dimensional Collapse in Contrastive Self-supervised Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6792},
}

@inproceedings{cvpr2022_a_18211,
  title = {{A Self-Supervised Descriptor for Image Copy Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_on_21762,
  title = {{On the Effects of Self-Supervision and Contrastive Alignment in Deep Multi-View Clustering}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21293},
}

@inproceedings{cvpr2023_learning_21349,
  title = {{Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22034},
}

@inproceedings{cvpr2021_shot_17892,
  title = {{Shot Contrastive Self-Supervised Learning for Scene Boundary Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{neurips2021_from_62428,
  title = {{From Canonical Correlation Analysis to Self-supervised Graph Neural Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27548},
}

@inproceedings{cvpr2022_exploring_18807,
  title = {{Exploring the Equivalence of Siamese Self-Supervised Learning via a Unified Gradient Framework}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{icml2021_whitening_40121,
  title = {{Whitening for Self-Supervised Representation Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/10241},
}

@inproceedings{neurips2021_provable_63109,
  title = {{Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28345},
}

@inproceedings{cvpr2023_halp_21125,
  title = {{HaLP: Hallucinating Latent Positives for Skeleton-Based Self-Supervised Learning of Actions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21719},
}

@inproceedings{cvpr2023_multiple_21628,
  title = {{Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21024},
}

@inproceedings{icml2021_understanding_40078,
  title = {{Understanding self-supervised learning dynamics without contrastive pairs}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/10403},
}

@inproceedings{neurips2021_unleashing_61972,
  title = {{Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28723},
}

@inproceedings{cvpr2023_pose_21897,
  title = {{Pose-Disentangled Contrastive Learning for Self-Supervised Facial Representation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21659},
}

@inproceedings{cvpr2023_self_22157,
  title = {{Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21297},
}

@inproceedings{aaai2024_scd_7209,
  title = {{SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28409},
}

@inproceedings{aaai2025_self_10723,
  title = {{Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33902},
}

@inproceedings{cvpr2024_self_24788,
  title = {{Self-Supervised Representation Learning from Arbitrary Scenarios}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30255},
}

@inproceedings{iclr2024_structuring_35148,
  title = {{Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17925},
}

@inproceedings{aaai2026_towards_108119,
  title = {{Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/40471},
}

@inproceedings{icml2024_regularizing_43655,
  title = {{Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34797},
}

@inproceedings{icml2024_on_45085,
  title = {{On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33367},
}

@inproceedings{icml2025_collapse_48998,
  title = {{Collapse-Proof Non-Contrastive Self-Supervised Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/43625},
}

@inproceedings{icml2026_geometry_50528,
  title = {{Geometry-Aware Contrastive Learning for Few-Shot Automatic Modulation Recognition}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=DGXfoyszbj},
}

@inproceedings{icml2026_audiomosaic_51655,
  title = {{AudioMosaic: Contrastive Masked Audio Representation Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=OXJ7KqVOoT},
}

@inproceedings{neurips2025_contrastive_78425,
  title = {{Contrastive Self-Supervised Learning As Neural Manifold Packing}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=eTgXolhWCH},
}

@inproceedings{neurips2025_self_79182,
  title = {{Self-Supervised Contrastive Learning is Approximately Supervised Contrastive Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=mf4V1SK0np},
}

@inproceedings{iclr2025_on_83664,
  title = {{On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28153},
}

@inproceedings{iclr2025_can_84064,
  title = {{Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27762},
}

@inproceedings{iclr2026_on_85925,
  title = {{On the Alignment Between Supervised and Self-Supervised Contrastive Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=JkitQScjuL},
}

@inproceedings{cvpr2026_beyond_97381,
  title = {{Beyond Binary Contrast: Modeling Continuous Skeleton Action Spaces with Transitional Anchors}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Feng_Beyond_Binary_Contrast_Modeling_Continuous_Skeleton_Action_Spaces_with_Transitional_CVPR_2026_paper.html},
}

@inproceedings{aaai2026_self_107490,
  title = {{Self-Supervised Contrastive Re-Learning for Multi-Graph Multi-Label Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39842},
}

@inproceedings{iclr2024_auc_34659,
  title = {{AUC-CL: A Batchsize-Robust Framework for Self-Supervised Contrastive Representation Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18415},
}

@inproceedings{icml2024_bootstrap_45795,
  title = {{Bootstrap AutoEncoders With Contrastive Paradigm for Self-supervised Gaze Estimation}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32657},
}

@inproceedings{icml2025_discovering_47007,
  title = {{Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45576},
}