% Key papers for Prompt learning for CLIP (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2022_conditional_18496,
  title = {{Conditional Prompt Learning for Vision-Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_maple_21510,
  title = {{MaPLe: Multi-Modal Prompt Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21684},
}

@inproceedings{cvpr2022_prompt_19627,
  title = {{Prompt Distribution Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_visual_22547,
  title = {{Visual-Language Prompt Tuning With Knowledge-Guided Context Optimization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22242},
}

@inproceedings{cvpr2022_align_18277,
  title = {{Align and Prompt: Video-and-Language Pre-Training With Entity Prompts}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{neurips2022_test_65545,
  title = {{Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/52956},
}

@inproceedings{cvpr2024_promptkd_24537,
  title = {{PromptKD: Unsupervised Prompt Distillation for Vision-Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31372},
}

@inproceedings{aaai2024_mmap_6655,
  title = {{MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29540},
}

@inproceedings{cvpr2024_tcp_24937,
  title = {{TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30087},
}

@inproceedings{cvpr2023_texts_22332,
  title = {{Texts as Images in Prompt Tuning for Multi-Label Image Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22520},
}

@inproceedings{cvpr2023_lasp_21306,
  title = {{LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision \& Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22458},
}

@inproceedings{cvpr2024_argue_22778,
  title = {{ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31098},
}

@inproceedings{aaai2024_vilt_7762,
  title = {{ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28347},
}

@inproceedings{cvpr2023_hierarchical_21151,
  title = {{Hierarchical Prompt Learning for Multi-Task Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21143},
}

@inproceedings{cvpr2024_a_22651,
  title = {{A Pedestrian is Worth One Prompt: Towards Language Guidance Person Re-Identification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29372},
}

@inproceedings{cvpr2023_clamp_20536,
  title = {{CLAMP: Prompt-Based Contrastive Learning for Connecting Language and Animal Pose}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22479},
}

@inproceedings{cvpr2024_prompt_24531,
  title = {{Prompt-Driven Referring Image Segmentation with Instance Contrasting}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30670},
}

@inproceedings{cvpr2024_on_24350,
  title = {{On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do We Really Need Prompt Learning?}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30379},
}

@inproceedings{aaai2025_learning_9763,
  title = {{Learning to Prompt with Text Only Supervision for Vision-Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32444},
}

@inproceedings{aaai2024_lamm_6392,
  title = {{LAMM: Label Alignment for Multi-Modal Prompt Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27950},
}

@inproceedings{aaai2024_concept_5461,
  title = {{Concept-Guided Prompt Learning for Generalization in Vision-Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28568},
}

@inproceedings{cvpr2024_prompt_24529,
  title = {{Prompt Learning via Meta-Regularization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29971},
}

@inproceedings{aaai2024_copl_5409,
  title = {{CoPL: Contextual Prompt Learning for Vision-Language Understanding}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29766},
}

@inproceedings{aaai2024_domain_5744,
  title = {{Domain-Controlled Prompt Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27853},
}

@inproceedings{aaai2024_sa_7207,
  title = {{SA²VP: Spatially Aligned-and-Adapted Visual Prompt}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28243},
}

@inproceedings{cvpr2025_dpc_25835,
  title = {{DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32994},
}

@inproceedings{cvpr2024_domain_23249,
  title = {{Domain Prompt Learning with Quaternion Networks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31794},
}

@inproceedings{iclr2024_prompt_34809,
  title = {{Prompt Learning with Quaternion Networks}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18265},
}

@inproceedings{aaai2024_compound_5451,
  title = {{Compound Text-Guided Prompt Tuning via Image-Adaptive Cues}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28311},
}

@inproceedings{aaai2024_learning_6504,
  title = {{Learning to Learn Better Visual Prompts}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28343},
}