% Key papers for Unified and unsupervised continual frameworks (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{icml2018_progress_36936,
  title = {{Progress \& Compress: A scalable framework for continual learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2018},
  url = {https://icml.cc/virtual/2018/poster/2131},
}

@inproceedings{neurips2019_compacting_58009,
  title = {{Compacting, Picking and Growing for Unforgetting Continual Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/14300},
}

@inproceedings{cvpr2022_self_19829,
  title = {{Self-Supervised Models Are Continual Learners}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{neurips2019_uncertainty_59131,
  title = {{Uncertainty-based Continual Learning with Adaptive Regularization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13594},
}

@inproceedings{iclr2020_a_29657,
  title = {{A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=SJxSOJStPr},
}

@inproceedings{iclr2020_functional_29529,
  title = {{Functional Regularisation for Continual Learning with Gaussian Processes}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=HkxCzeHFDB},
}

@inproceedings{neurips2019_continual_58037,
  title = {{Continual Unsupervised Representation Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13845},
}

@inproceedings{aaai2021_curriculum_345,
  title = {{Curriculum-Meta Learning for Order-Robust Continual Relation Extraction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/10363-curriculum-meta-learning-for-order-robust-continual-relation-extraction/},
}

@inproceedings{neurips2019_random_58872,
  title = {{Random Path Selection for Continual Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/14218},
}

@inproceedings{cvpr2022_continual_18511,
  title = {{Continual Learning With Lifelong Vision Transformer}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2021_continual_314,
  title = {{Continual Learning for Named Entity Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/13570-continual-learning-for-named-entity-recognition/},
}

@inproceedings{iclr2020_continual_29520,
  title = {{Continual Learning with Adaptive Weights (CLAW)}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=Hklso24Kwr},
}

@inproceedings{cvpr2023_computationally_20621,
  title = {{Computationally Budgeted Continual Learning: What Does Matter?}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22046},
}

@inproceedings{cvpr2023_vqacl_22503,
  title = {{VQACL: A Novel Visual Question Answering Continual Learning Setting}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21918},
}

@inproceedings{aaai2020_generative_102144,
  title = {{Generative Continual Concept Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6006},
}

@inproceedings{neurips2020_meta_60301,
  title = {{Meta-Consolidation for Continual Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17620},
}

@inproceedings{aaai2023_symbolic_4757,
  title = {{Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25208},
}

@inproceedings{neurips2020_continual_59585,
  title = {{Continual Learning in Low-rank Orthogonal Subspaces}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18583},
}

@inproceedings{iclr2021_cpr_30135,
  title = {{CPR: Classifier-Projection Regularization for Continual Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/3353},
}

@inproceedings{aaai2023_self_4648,
  title = {{Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25586},
}

@inproceedings{aaai2024_continual_5489,
  title = {{Continual Relation Extraction via Sequential Multi-Task Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29805},
}

@inproceedings{aaai2024_contrastive_5497,
  title = {{Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29259},
}

@inproceedings{aaai2024_dynamic_5771,
  title = {{Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29079},
}

@inproceedings{aaai2025_malcl_9898,
  title = {{MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32047},
}

@inproceedings{aaai2025_tinysubnets_11009,
  title = {{TinySubNets: An Efficient and Low Capacity Continual Learning Strategy}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34193},
}

@inproceedings{cvpr2024_rcl_24560,
  title = {{RCL: Reliable Continual Learning for Unified Failure Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31592},
}

@inproceedings{cvpr2025_handling_26489,
  title = {{Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33565},
}

@inproceedings{aaai2024_task_7505,
  title = {{Task-Free Dynamic Sparse Vision Transformer for Continual Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29581},
}

@inproceedings{cvpr2025_advancing_25452,
  title = {{Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32665},
}

@inproceedings{cvpr2025_kac_26675,
  title = {{KAC: Kolmogorov-Arnold Classifier for Continual Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34404},
}

@inproceedings{iclr2024_a_33848,
  title = {{A Unified and General Framework for Continual Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19227},
}

@inproceedings{iclr2024_federated_35204,
  title = {{Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17869},
}

@inproceedings{icml2025_fedssi_46350,
  title = {{FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/46211},
}

@inproceedings{neurips2025_resource_75225,
  title = {{Resource-Constrained Federated Continual Learning: What Does Matter?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=5aIVAGHCa5},
}

@inproceedings{neurips2025_exploiting_77549,
  title = {{Exploiting Task Relationships in Continual Learning via Transferability-Aware Task Embeddings}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=V8FnYzDX35},
}

@inproceedings{iclr2025_meta_81947,
  title = {{Meta-Continual Learning of Neural Fields}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29837},
}

@inproceedings{iclr2024_a_34255,
  title = {{A Probabilistic Framework for Modular Continual Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18820},
}

@inproceedings{iclr2024_accurate_34481,
  title = {{Accurate Forgetting for Heterogeneous Federated Continual Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18593},
}

@inproceedings{iclr2024_continual_34634,
  title = {{Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18440},
}

@inproceedings{icml2024_provable_44526,
  title = {{Provable Contrastive Continual Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33926},
}