% Key papers for Dynamic expansion and isolation (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2020_itaml_16509,
  title = {{iTAML: An Incremental Task-Agnostic Meta-learning Approach}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2016_forgetmenot_11559,
  title = {{ForgetMeNot: Memory-Aware Forensic Facial Sketch Matching}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{aaai2023_isolation_3934,
  title = {{Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26216},
}

@inproceedings{cvpr2023_gradma_21098,
  title = {{GradMA: A Gradient-Memory-Based Accelerated Federated Learning With Alleviated Catastrophic Forgetting}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21162},
}

@inproceedings{cvpr2021_image_17158,
  title = {{Image De-Raining via Continual Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_attriclip_20410,
  title = {{AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22036},
}

@inproceedings{aaai2023_lifelong_4069,
  title = {{Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25539},
}

@inproceedings{aaai2024_towards_7583,
  title = {{Towards Continual Knowledge Graph Embedding via Incremental Distillation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28722},
}

@inproceedings{cvpr2019_incremental_14318,
  title = {{Incremental Object Learning From Contiguous Views}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2024_towards_25038,
  title = {{Towards Efficient Replay in Federated Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31215},
}

@inproceedings{aaai2024_what_7812,
  title = {{What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29929},
}

@inproceedings{cvpr2025_one_27145,
  title = {{One-for-More: Continual Diffusion Model for Anomaly Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34384},
}

@inproceedings{aaai2024_influential_6322,
  title = {{Influential Exemplar Replay for Incremental Learning in Recommender Systems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28790},
}

@inproceedings{cvpr2021_iirc_17152,
  title = {{IIRC: Incremental Implicitly-Refined Classification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2024_incremental_23796,
  title = {{Incremental Residual Concept Bottleneck Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29363},
}

@inproceedings{aaai2019_tracking_101370,
  title = {{Tracking Logical Difference in Large-Scale Ontologies: A Forgetting-Based Approach}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4172},
}

@inproceedings{aaai2019_abox_101328,
  title = {{ABox Abduction via Forgetting in ALC}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4128},
}

@inproceedings{aaai2023_overcoming_4323,
  title = {{Overcoming Forgetting in Fine-Grained Urban Flow Inference via Adaptive Knowledge Replay}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25671},
}

@inproceedings{aaai2020_forgetting_101916,
  title = {{Forgetting to Learn Logic Programs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5776},
}

@inproceedings{aaai2024_semi_7309,
  title = {{Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28236},
}

@inproceedings{cvpr2025_continuous_25775,
  title = {{Continuous Adverse Weather Removal via Degradation-Aware Distillation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34677},
}

@inproceedings{aaai2024_live_6538,
  title = {{Live and Learn: Continual Action Clustering with Incremental Views}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29561},
}

@inproceedings{aaai2024_task_7504,
  title = {{Task-Free Continual Generation and Representation Learning via Dynamic Expansionable Memory Cluster}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29582},
}

@inproceedings{cvpr2025_stacking_27744,
  title = {{Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33944},
}

@inproceedings{aaai2025_multisfl_10060,
  title = {{MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32076},
}

@inproceedings{aaai2024_unify_7698,
  title = {{Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29312},
}

@inproceedings{aaai2025_region_10497,
  title = {{Region-Based Optimization in Continual Learning for Audio Deepfake Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34535},
}

@inproceedings{aaai2025_consense_8487,
  title = {{ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33565},
}

@inproceedings{aaai2025_few_9190,
  title = {{Few-Shot, No Problem: Descriptive Continual Relation Extraction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34715},
}

@inproceedings{cvpr2025_conceptguard_25760,
  title = {{ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33715},
}

@inproceedings{aaai2025_dynamic_8845,
  title = {{Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34363},
}

@inproceedings{cvpr2025_h2st_26464,
  title = {{H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33768},
}

@inproceedings{neurips2024_how_71911,
  title = {{How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95393},
}