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

@inproceedings{icml2018_mutual_36861,
  title = {{Mutual Information Neural Estimation}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2018},
  url = {https://icml.cc/virtual/2018/poster/2440},
}

@inproceedings{neurips2017_estimating_56298,
  title = {{Estimating Mutual Information for Discrete-Continuous Mixtures}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/9371},
}

@inproceedings{iclr2020_understanding_29266,
  title = {{Understanding the Limitations of Variational Mutual Information Estimators}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=B1x62TNtDS},
}

@inproceedings{cvpr2024_differentiable_23193,
  title = {{Differentiable Information Bottleneck for Deterministic Multi-view Clustering}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30911},
}

@inproceedings{neurips2023_beyond_66647,
  title = {{Beyond Normal: On the Evaluation of Mutual Information Estimators}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72978},
}

@inproceedings{neurips2018_estimators_57103,
  title = {{Estimators for Multivariate Information Measures in General Probability Spaces}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11828},
}

@inproceedings{neurips2021_estimating_61979,
  title = {{Estimating the Unique Information of Continuous Variables}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26978},
}

@inproceedings{neurips2021_sliced_61241,
  title = {{Sliced Mutual Information: A Scalable Measure of Statistical Dependence}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/25953},
}

@inproceedings{aaai2021_improved_753,
  title = {{Improved Mutual Information Estimation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/09009-improved-mutual-information-estimation/},
}

@inproceedings{icml2017_nonparanormal_36311,
  title = {{Nonparanormal Information Estimation}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2017},
  url = {https://icml.cc/virtual/2017/poster/805},
}

@inproceedings{iclr2020_mutual_29393,
  title = {{Mutual Information Gradient Estimation for Representation Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=ByxaUgrFvH},
}

@inproceedings{neurips2020_neural_60401,
  title = {{Neural Methods for Point-wise Dependency Estimation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17134},
}

@inproceedings{neurips2023_max_68769,
  title = {{Max-Sliced Mutual Information}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71080},
}

@inproceedings{aaai2023_diffeomorphic_3461,
  title = {{Diffeomorphic Information Neural Estimation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25908},
}

@inproceedings{neurips2024_mutual_72007,
  title = {{Mutual Information Estimation via \$f\$-Divergence and Data Derangements}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95307},
}

@inproceedings{aaai2020_revisiting_102188,
  title = {{Revisiting Probability Distribution Assumptions for Information Theoretic Feature Selection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6050},
}

@inproceedings{aaai2021_learning_866,
  title = {{Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/12139-learning-continuous-high-dimensional-models-using-mutual-information-and-copula-bayesian-networks/},
}

@inproceedings{iclr2022_improving_31305,
  title = {{Improving Mutual Information Estimation with Annealed and Energy-Based Bounds}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6176},
}

@inproceedings{iclr2024_minde_33470,
  title = {{MINDE: Mutual Information Neural Diffusion Estimation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19605},
}

@inproceedings{icml2022_a_40148,
  title = {{A Differential Entropy Estimator for Training Neural Networks}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/16325},
}

@inproceedings{neurips2024_a_74493,
  title = {{A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97443},
}

@inproceedings{neurips2025_neural_76108,
  title = {{Neural Mutual Information Estimation with Vector Copulas}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=FYbe7r0mxu},
}

@inproceedings{iclr2026_curse_86021,
  title = {{Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=KxeBgh1zWr},
}

@inproceedings{iclr2026_information_88370,
  title = {{Information Estimation with Discrete Diffusion}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=m18MXVdrV9},
}

@inproceedings{iclr2026_infobridge_89361,
  title = {{InfoBridge: Mutual Information estimation via Bridge Matching}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=y8Kzu9SKpv},
}

@inproceedings{neurips2026_breaking_89840,
  title = {{Breaking Curse of Dimensionality for Mutual Information Estimation with Vine Copulas}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/154130},
}