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

@inproceedings{cvpr2018_feature_13107,
  title = {{Feature Generating Networks for Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Xian_Feature_Generating_Networks_CVPR_2018_paper.html},
}

@inproceedings{cvpr2017_semantic_12620,
  title = {{Semantic Autoencoder for Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2019_generalized_14242,
  title = {{Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2018_generalized_13144,
  title = {{Generalized Zero-Shot Learning via Synthesized Examples}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Verma_Generalized_Zero-Shot_Learning_CVPR_2018_paper.html},
}

@inproceedings{cvpr2016_zero_11987,
  title = {{Zero-Shot Learning via Joint Latent Similarity Embedding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
  url = {https://openaccess.thecvf.com/content_cvpr_2016/html/Zhang_Zero-Shot_Learning_via_CVPR_2016_paper.html},
}

@inproceedings{cvpr2019_leveraging_14465,
  title = {{Leveraging the Invariant Side of Generative Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2018_multi_13397,
  title = {{Multi-Label Zero-Shot Learning With Structured Knowledge Graphs}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Lee_Multi-Label_Zero-Shot_Learning_CVPR_2018_paper.html},
}

@inproceedings{cvpr2019_attentive_13872,
  title = {{Attentive Region Embedding Network for Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2021_contrastive_16748,
  title = {{Contrastive Embedding for Generalized Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2019_generative_14248,
  title = {{Generative Dual Adversarial Network for Generalized Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2020_fine_15551,
  title = {{Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2018_transductive_13666,
  title = {{Transductive Unbiased Embedding for Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Song_Transductive_Unbiased_Embedding_CVPR_2018_paper.html},
}

@inproceedings{cvpr2021_counterfactual_16761,
  title = {{Counterfactual Zero-Shot and Open-Set Visual Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2018_preserving_13486,
  title = {{Preserving Semantic Relations for Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Annadani_Preserving_Semantic_Relations_CVPR_2018_paper.html},
}

@inproceedings{cvpr2020_episode_15487,
  title = {{Episode-Based Prototype Generating Network for Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2018_discriminative_13022,
  title = {{Discriminative Learning of Latent Features for Zero-Shot Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Li_Discriminative_Learning_of_CVPR_2018_paper.html},
}

@inproceedings{neurips2018_generalized_57163,
  title = {{Generalized Zero-Shot Learning with Deep Calibration Network}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11213},
}

@inproceedings{cvpr2017_zero_12767,
  title = {{Zero-Shot Action Recognition With Error-Correcting Output Codes}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2019_gradient_14256,
  title = {{Gradient Matching Generative Networks for Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2022_msdn_19300,
  title = {{MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2024_visual_25254,
  title = {{Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29449},
}

@inproceedings{aaai2024_data_5590,
  title = {{Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28381},
}

@inproceedings{aaai2024_data_5600,
  title = {{Data-Free Generalized Zero-Shot Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28316},
}

@inproceedings{aaai2024_revealing_7143,
  title = {{Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28026},
}

@inproceedings{aaai2024_retrieval_7141,
  title = {{Retrieval-Augmented Primitive Representations for Compositional Zero-Shot Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28043},
}

@inproceedings{cvpr2024_improving_23772,
  title = {{Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30408},
}

@inproceedings{aaai2024_liberating_6528,
  title = {{Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29827},
}

@inproceedings{aaai2025_zerohar_11327,
  title = {{ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33762},
}

@inproceedings{aaai2025_epsilon_9004,
  title = {{Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34098},
}

@inproceedings{aaai2026_counterfactual_107506,
  title = {{Counterfactual-Driven Zero-Shot Classifier Expansion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39858},
}

@inproceedings{iclr2025_zerodiff_84016,
  title = {{ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27809},
}

@inproceedings{aaai2025_class_8419,
  title = {{Class Semantic Attribute Perception Guided Zero-Shot Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34383},
}

@inproceedings{icml2025_genzsl_46400,
  title = {{GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/46164},
}

@inproceedings{iclr2025_learning_82859,
  title = {{Learning Clustering-based Prototypes for Compositional Zero-Shot Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28941},
}

@inproceedings{cvpr2025_generalized_26409,
  title = {{Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35136},
}

@inproceedings{neurips2024_class_74571,
  title = {{Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93015},
}

@inproceedings{cvpr2026_incentivizing_98048,
  title = {{Incentivizing Generative Zero-Shot Learning via Outcome-Reward Reinforcement Learning with Visual Cues}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Hou_Incentivizing_Generative_Zero-Shot_Learning_via_Outcome-Reward_Reinforcement_Learning_with_Visual_CVPR_2026_paper.html},
}

@inproceedings{aaai2026_i2cd_105465,
  title = {{I2CD: An Invertible Causal Framework for Compositional Zero-Shot Learning via Disentangle-Compose-Disentangle}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38221},
}

@inproceedings{aaai2026_proxy_105491,
  title = {{Proxy Zero-Shot Hashing with Multimodal Fusion via Stable Diffusion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38247},
}

@inproceedings{aaai2026_sage_107735,
  title = {{SAGE: Structured Attribute-Guided Enhancement for GZSL}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/40087},
}