% Key papers for Few-shot class-incremental prototypes (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2020_few_15542,
  title = {{Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2021_few_17019,
  title = {{Few-Shot Incremental Learning With Continually Evolved Classifiers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_forward_18877,
  title = {{Forward Compatible Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_semantic_17873,
  title = {{Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_self_17846,
  title = {{Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_metafscil_19336,
  title = {{MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_constrained_18502,
  title = {{Constrained Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2021_few_613,
  title = {{Few-Shot Class-Incremental Learning via Relation Knowledge Distillation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/01255-few-shot-class-incremental-learning-via-relation-knowledge-distillation/},
}

@inproceedings{aaai2021_few_614,
  title = {{Few-Shot Lifelong Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/02337-few-shot-lifelong-learning/},
}

@inproceedings{cvpr2023_learning_21419,
  title = {{Learning With Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22989},
}

@inproceedings{cvpr2023_few_20990,
  title = {{Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21163},
}

@inproceedings{cvpr2023_class_20587,
  title = {{Class-Incremental Exemplar Compression for Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21505},
}

@inproceedings{cvpr2023_gkeal_21045,
  title = {{GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21428},
}

@inproceedings{cvpr2024_orco_24384,
  title = {{OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30726},
}

@inproceedings{iclr2022_subspace_31468,
  title = {{Subspace Regularizers for Few-Shot Class Incremental Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/7151},
}

@inproceedings{iclr2021_incremental_29980,
  title = {{Incremental few-shot learning via vector quantization in deep embedded space}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/2948},
}

@inproceedings{neurips2023_few_67045,
  title = {{Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72653},
}

@inproceedings{neurips2019_incremental_58407,
  title = {{Incremental Few-Shot Learning with Attention Attractor Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13665},
}

@inproceedings{cvpr2022_doodle_18695,
  title = {{Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{iclr2023_neural_33396,
  title = {{Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/12186},
}

@inproceedings{aaai2024_m2sd_6558,
  title = {{M2SD:Multiple Mixing Self-Distillation for Few-Shot Class-Incremental Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28129},
}

@inproceedings{aaai2025_adaptive_8026,
  title = {{Adaptive Decision Boundary for Few-Shot Class-Incremental Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34020},
}

@inproceedings{aaai2025_pseudo_10400,
  title = {{Pseudo Informative Episode Construction for Few-Shot Class-Incremental Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33729},
}

@inproceedings{cvpr2025_sec_27512,
  title = {{SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32859},
}

@inproceedings{neurips2024_an_73115,
  title = {{An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94314},
}

@inproceedings{aaai2025_anchorinv_8125,
  title = {{AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Feature Space-Guided Inversion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33563},
}

@inproceedings{cvpr2025_attraction_25523,
  title = {{Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35177},
}

@inproceedings{cvpr2025_tripartite_27954,
  title = {{Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34859},
}

@inproceedings{icml2024_compositional_45570,
  title = {{Compositional Few-Shot Class-Incremental Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32882},
}

@inproceedings{neurips2025_diffusion_79955,
  title = {{Diffusion-Classifier Synergy: Reward-Aligned Learning via Mutual Boosting Loop for FSCIL}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=ub5QBBQ47S},
}

@inproceedings{iclr2026_safa_85048,
  title = {{SAFA-SNN: Sparsity-Aware On-Device Few-Shot Class-Incremental Learning with Fast-Adaptive Structure of Spiking Neural Network}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=9jcB40wjk3},
}

@inproceedings{iclr2026_consistency_86105,
  title = {{Consistency-Driven Calibration and Matching for Few-Shot Class Incremental Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=LxO83jNZKk},
}

@inproceedings{cvpr2026_hycal_95942,
  title = {{HyCal: A Training-Free Prototype Calibration Method for Cross-Discipline Few-Shot Class-Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Lee_HyCal_A_Training-Free_Prototype_Calibration_Method_for_Cross-Discipline_Few-Shot_Class-Incremental_CVPR_2026_paper.html},
}

@inproceedings{iclr2025_federated_82593,
  title = {{Federated Few-Shot Class-Incremental Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29204},
}

@inproceedings{iclr2025_prototype_82689,
  title = {{Prototype antithesis for biological few-shot class-incremental learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29109},
}

@inproceedings{iclr2026_point_87808,
  title = {{Point-UQ: An Uncertainty-Quantification Paradigm for Point Cloud Few-Shot Class Incremental Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=fhVfyiiAqt},
}

@inproceedings{cvpr2026_quantized_95641,
  title = {{Quantized Residuals to Continuous Prompts for Few-Shot Class Incremental Learning in Vision-Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Sinha_Quantized_Residuals_to_Continuous_Prompts_for_Few-Shot_Class_Incremental_Learning_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_semantic_96809,
  title = {{Semantic-Guided Global-Local Collaborative Prompt Learning for Few-Shot Class Incremental Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Yan_Semantic-Guided_Global-Local_Collaborative_Prompt_Learning_for_Few-Shot_Class_Incremental_Learning_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_tape_98459,
  title = {{TAPE: Task-Adaptive Prototype Evolution in Audio-Language Models for Fully Few-shot Class-incremental Audio Classification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Gao_TAPE_Task-Adaptive_Prototype_Evolution_in_Audio-Language_Models_for_Fully_Few-shot_CVPR_2026_paper.html},
}