% Key papers for Partial and multi-label learning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{icml2018_attention_36527,
  title = {{Attention-based Deep Multiple Instance Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2018},
  url = {https://icml.cc/virtual/2018/poster/2029},
}

@inproceedings{neurips2021_transmil_61963,
  title = {{TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28801},
}

@inproceedings{cvpr2022_dtfd_18588,
  title = {{DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2017_learning_12416,
  title = {{Learning Spatial Regularization With Image-Level Supervisions for Multi-Label Image Classification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2021_general_17062,
  title = {{General Multi-Label Image Classification With Transformers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2021_document_457,
  title = {{Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/14612-document-level-relation-extraction-with-adaptive-thresholding-and-localized-context-pooling/},
}

@inproceedings{cvpr2019_learning_14429,
  title = {{Learning a Deep ConvNet for Multi-Label Classification With Partial Labels}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{aaai2017_learning_104392,
  title = {{Learning Deep Latent Space for Multi-Label Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10769},
}

@inproceedings{cvpr2017_improving_12350,
  title = {{Improving Pairwise Ranking for Multi-Label Image Classification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{aaai2020_multi_103802,
  title = {{Multi-Label Classification with Label Graph Superimposing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6909},
}

@inproceedings{aaai2020_cross_103857,
  title = {{Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6964},
}

@inproceedings{aaai2018_partial_102377,
  title = {{Partial Multi-Label Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11644},
}

@inproceedings{aaai2018_recurrent_104022,
  title = {{Recurrent Attentional Reinforcement Learning for Multi-Label Image Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/12281},
}

@inproceedings{aaai2017_learning_99776,
  title = {{Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10485},
}

@inproceedings{aaai2017_deep_104513,
  title = {{Deep MIML Network}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10890},
}

@inproceedings{cvpr2021_refining_17723,
  title = {{Refining Pseudo Labels With Clustering Consensus Over Generations for Unsupervised Object Re-Identification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2019_training_101688,
  title = {{Training Complex Models with Multi-Task Weak Supervision}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4403},
}

@inproceedings{aaai2020_latent_102961,
  title = {{Latent Emotion Memory for Multi-Label Emotion Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6271},
}

@inproceedings{aaai2016_multi_105086,
  title = {{Multi-Label Manifold Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10258},
}

@inproceedings{cvpr2023_interventional_21273,
  title = {{Interventional Bag Multi-Instance Learning on Whole-Slide Pathological Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21362},
}

@inproceedings{aaai2024_multi_6694,
  title = {{Multi-Label Supervised Contrastive Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29619},
}

@inproceedings{aaai2024_tagclip_7489,
  title = {{TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28139},
}

@inproceedings{cvpr2024_dynamic_23295,
  title = {{Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31057},
}

@inproceedings{aaai2024_camil_5365,
  title = {{CaMIL: Causal Multiple Instance Learning for Whole Slide Image Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27873},
}

@inproceedings{aaai2024_carat_5327,
  title = {{CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29374},
}

@inproceedings{aaai2024_compositional_5448,
  title = {{Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29725},
}

@inproceedings{aaai2025_rebalancing_10482,
  title = {{Rebalancing Multi-Label Class-Incremental Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33798},
}

@inproceedings{aaai2024_distilling_5720,
  title = {{Distilling Reliable Knowledge for Instance-Dependent Partial Label Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29519},
}

@inproceedings{cvpr2025_bridge_25618,
  title = {{Bridge the Gap: From Weak to Full Supervision for Temporal Action Localization with PseudoFormer}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34613},
}

@inproceedings{cvpr2025_correlative_25785,
  title = {{Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33365},
}

@inproceedings{aaai2024_enhancing_5853,
  title = {{Enhancing Multi-Label Classification via Dynamic Label-Order Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29814},
}

@inproceedings{aaai2025_addressing_8047,
  title = {{Addressing Multi-Label Learning with Partial Labels: From Sample Selection to Label Selection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34119},
}

@inproceedings{aaai2025_reconsidering_10483,
  title = {{Reconsidering Feature Structure Information and Latent Space Alignment in Partial Multi-label Feature Selection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34179},
}

@inproceedings{neurips2024_sm_73457,
  title = {{Sm: enhanced localization in Multiple Instance Learning for medical imaging classification}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94011},
}

@inproceedings{aaai2024_generative_6128,
  title = {{Generative Calibration of Inaccurate Annotation for Label Distribution Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29131},
}

@inproceedings{aaai2024_harnessing_6194,
  title = {{Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29447},
}

@inproceedings{aaai2024_partial_6928,
  title = {{Partial Label Learning with a Partner}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29424},
}

@inproceedings{aaai2025_oodml_10144,
  title = {{OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33154},
}

@inproceedings{aaai2025_beyond_8254,
  title = {{Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34609},
}

@inproceedings{aaai2025_gbrip_9265,
  title = {{GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33916},
}