% Key papers for Memory-based and Bayesian online learning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{iclr2018_variational_28446,
  title = {{Variational Continual Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2018},
  url = {https://iclr.cc/virtual/2018/poster/199},
}

@inproceedings{neurips2018_online_57479,
  title = {{Online Structured Laplace Approximations for Overcoming Catastrophic Forgetting}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11373},
}

@inproceedings{iclr2019_deep_28987,
  title = {{Deep Online Learning Via Meta-Learning: Continual Adaptation for Model-Based RL}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/1078},
}

@inproceedings{iclr2019_learning_28742,
  title = {{Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/1085},
}

@inproceedings{neurips2020_coresets_59608,
  title = {{Coresets via Bilevel Optimization for Continual Learning and Streaming}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17081},
}

@inproceedings{neurips2020_online_60510,
  title = {{Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/16997},
}

@inproceedings{neurips2017_streaming_56695,
  title = {{Streaming Sparse Gaussian Process Approximations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/9114},
}

@inproceedings{cvpr2020_online_15987,
  title = {{Online Depth Learning Against Forgetting in Monocular Videos}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{iclr2022_learning_31788,
  title = {{Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6559},
}

@inproceedings{cvpr2022_vclimb_20249,
  title = {{vCLIMB: A Novel Video Class Incremental Learning Benchmark}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{iclr2020_continual_29648,
  title = {{Continual Learning with Bayesian Neural Networks for Non-Stationary Data}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=SJlsFpVtDB},
}

@inproceedings{icml2020_online_38571,
  title = {{Online Learned Continual Compression with Adaptive Quantization Modules}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2020},
  url = {https://icml.cc/virtual/2020/poster/6338},
}

@inproceedings{aaai2022_adaptive_1711,
  title = {{Adaptive Orthogonal Projection for Batch and Online Continual Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/06783-adaptive-orthogonal-projection-for-batch-and-online-continual-learning/},
}

@inproceedings{cvpr2024_adaptive_22731,
  title = {{Adaptive VIO: Deep Visual-Inertial Odometry with Online Continual Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30575},
}

@inproceedings{neurips2020_mitigating_60326,
  title = {{Mitigating Forgetting in Online Continual Learning via Instance-Aware Parameterization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18836},
}

@inproceedings{iclr2022_continual_31811,
  title = {{Continual Normalization: Rethinking Batch Normalization for Online Continual Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/5912},
}

@inproceedings{neurips2022_task_65053,
  title = {{Task-Free Continual Learning via Online Discrepancy Distance Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/53112},
}

@inproceedings{neurips2020_look_60271,
  title = {{Look-ahead Meta Learning for Continual Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18934},
}

@inproceedings{iclr2021_generalized_30429,
  title = {{Generalized Variational Continual Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/3146},
}

@inproceedings{iclr2021_wandering_30627,
  title = {{Wandering within a world: Online contextualized few-shot learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/2534},
}

@inproceedings{cvpr2024_learning_23957,
  title = {{Learning Equi-angular Representations for Online Continual Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30714},
}

@inproceedings{cvpr2024_online_24364,
  title = {{Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30764},
}

@inproceedings{cvpr2024_continual_23031,
  title = {{Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30406},
}

@inproceedings{aaai2024_learning_6480,
  title = {{Learning Representations on the Unit Sphere: Investigating Angular Gaussian and Von Mises-Fisher Distributions for Online Continual Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29348},
}

@inproceedings{cvpr2024_dual_23284,
  title = {{Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30173},
}

@inproceedings{aaai2024_adaptive_5136,
  title = {{Adaptive Shortcut Debiasing for Online Continual Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29211},
}

@inproceedings{neurips2024_randumb_72319,
  title = {{RanDumb: Random Representations Outperform Online Continually Learned Representations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95027},
}

@inproceedings{cvpr2025_online_27148,
  title = {{Online Task-Free Continual Learning via Dynamic Expansionable Memory Distribution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33725},
}

@inproceedings{neurips2025_dynamic_76684,
  title = {{Dynamic Siamese Expansion Framework for Improving Robustness in Online Continual Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=M1OqlaNrw7},
}

@inproceedings{neurips2025_online_77202,
  title = {{Online Functional Tensor Decomposition via Continual Learning for Streaming Data Completion}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=RPuTB28HsK},
}

@inproceedings{aaai2025_continual_8525,
  title = {{Continual Unsupervised Generative Modelling via Online Optimal Transport}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34362},
}

@inproceedings{aaai2025_lifelong_9789,
  title = {{Lifelong Scalable Generative System via Online Maximum Mean Discrepancy}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34364},
}

@inproceedings{cvpr2025_ferret_26253,
  title = {{Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32744},
}

@inproceedings{iclr2024_kalman_34694,
  title = {{Kalman Filter for Online Classification of Non-Stationary Data}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18380},
}

@inproceedings{iclr2024_locality_34998,
  title = {{Locality Sensitive Sparse Encoding for Learning World Models Online}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18076},
}

@inproceedings{icml2025_online_48040,
  title = {{Online Curvature-Aware Replay: Leveraging \$mathbf2^nd\$ Order Information for Online Continual Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44567},
}

@inproceedings{icml2026_active_52064,
  title = {{Active Continual Learning with Metaplastic Binary Bayesian Neural Networks}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=SPZd0HVyiS},
}

@inproceedings{neurips2025_compact_77761,
  title = {{Compact Memory for Continual Logistic Regression}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=XLa5Puhqzg},
}

@inproceedings{iclr2025_federated_82906,
  title = {{Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28896},
}