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

@inproceedings{cvpr2019_canet_13918,
  title = {{CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2021_adaptive_16576,
  title = {{Adaptive Prototype Learning and Allocation for Few-Shot Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_groupvit_18966,
  title = {{GroupViT: Semantic Segmentation Emerges From Text Supervision}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2020_fss_15522,
  title = {{FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2019_semantic_14807,
  title = {{Semantic Projection Network for Zero- and Few-Label Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2020_crnet_15227,
  title = {{CRNet: Cross-Reference Networks for Few-Shot Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2021_self_17844,
  title = {{Self-Guided and Cross-Guided Learning for Few-Shot Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_scale_17821,
  title = {{Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_hierarchical_21147,
  title = {{Hierarchical Dense Correlation Distillation for Few-Shot Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22590},
}

@inproceedings{iclr2022_language_31285,
  title = {{Language-driven Semantic Segmentation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6809},
}

@inproceedings{aaai2019_attention_103464,
  title = {{Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4860},
}

@inproceedings{cvpr2022_learning_19196,
  title = {{Learning Non-Target Knowledge for Few-Shot Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_dynamic_18715,
  title = {{Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_generalized_18920,
  title = {{Generalized Few-Shot Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2020_differentiable_103780,
  title = {{Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6887},
}

@inproceedings{cvpr2023_mianet_21488,
  title = {{MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21656},
}

@inproceedings{cvpr2022_integrative_19088,
  title = {{Integrative Few-Shot Learning for Classification and Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2020_lt_15732,
  title = {{LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2021_repurposing_17744,
  title = {{Repurposing GANs for One-Shot Semantic Part Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2020_fgn_15517,
  title = {{FGN: Fully Guided Network for Few-Shot Instance Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2024_pix2gestalt_25322,
  title = {{pix2gestalt: Amodal Segmentation by Synthesizing Wholes}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31108},
}

@inproceedings{aaai2024_relevant_7106,
  title = {{Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27834},
}

@inproceedings{cvpr2024_addressing_22732,
  title = {{Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29961},
}

@inproceedings{cvpr2024_bi_22840,
  title = {{Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31800},
}

@inproceedings{aaai2024_maskdiff_6606,
  title = {{MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28068},
}

@inproceedings{cvpr2024_no_24293,
  title = {{No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30842},
}

@inproceedings{cvpr2024_visual_25253,
  title = {{Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29498},
}

@inproceedings{aaai2024_adaptive_5128,
  title = {{Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28355},
}

@inproceedings{neurips2024_hybrid_72107,
  title = {{Hybrid Mamba for Few-Shot Segmentation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95222},
}

@inproceedings{aaai2024_task_7502,
  title = {{Task-Disruptive Background Suppression for Few-Shot Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28242},
}

@inproceedings{aaai2024_cgmgm_5337,
  title = {{CGMGM: A Cross-Gaussian Mixture Generative Model for Few-Shot Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28280},
}

@inproceedings{aaai2025_foreground_9218,
  title = {{Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32688},
}

@inproceedings{neurips2024_unleashing_70329,
  title = {{Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96767},
}

@inproceedings{cvpr2024_unlocking_25153,
  title = {{Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship Descriptors}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31125},
}

@inproceedings{neurips2024_diffcut_71828,
  title = {{DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95470},
}

@inproceedings{cvpr2025_dsv_25842,
  title = {{DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35099},
}

@inproceedings{neurips2025_sansa_79316,
  title = {{SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=o8r3gOFTQo},
}

@inproceedings{aaai2025_deconfound_8663,
  title = {{Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32915},
}

@inproceedings{neurips2024_a_73929,
  title = {{A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93582},
}

@inproceedings{icml2025_separating_48588,
  title = {{Separating Knowledge and Perception with Procedural Data}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44033},
}