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

@inproceedings{aaai2018_generalizing_105932,
  title = {{Generalizing and Improving Bilingual Word Embedding Mappings with a Multi-Step Framework of Linear Transformations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11992},
}

@inproceedings{iclr2020_multilingual_29767,
  title = {{Multilingual Alignment of Contextual Word Representations}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=r1xCMyBtPS},
}

@inproceedings{neurips2020_pre_60600,
  title = {{Pre-training via Paraphrasing}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/19073},
}

@inproceedings{cvpr2022_batchformer_18350,
  title = {{BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{neurips2016_learning_55816,
  title = {{Learning Deep Parsimonious Representations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2016},
  url = {https://nips.cc/virtual/2016/poster/7202},
}

@inproceedings{icml2018_generalization_36711,
  title = {{Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2018},
  url = {https://icml.cc/virtual/2018/poster/1938},
}

@inproceedings{icml2023_prompting_43195,
  title = {{Prompting Large Language Model for Machine Translation: A Case Study}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/25083},
}

@inproceedings{aaai2023_universal_4907,
  title = {{Universal Information Extraction as Unified Semantic Matching}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26563},
}

@inproceedings{aaai2020_ma_103012,
  title = {{MA-DST: Multi-Attention-Based Scalable Dialog State Tracking}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6322},
}

@inproceedings{icml2025_perteval_48823,
  title = {{PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/43799},
}

@inproceedings{aaai2021_proxy_1212,
  title = {{Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/01460-proxy-synthesis-learning-with-synthetic-classes-for-deep-metric-learning/},
}

@inproceedings{neurips2022_compositional_63734,
  title = {{Compositional generalization through abstract representations in human and artificial neural networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54735},
}

@inproceedings{cvpr2017_automatic_12074,
  title = {{Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{neurips2018_supervising_57668,
  title = {{Supervising Unsupervised Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11489},
}

@inproceedings{cvpr2025_vesselfm_28195,
  title = {{vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33036},
}

@inproceedings{neurips2022_generspeech_65526,
  title = {{GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54425},
}

@inproceedings{neurips2023_ehrshot_67313,
  title = {{EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73656},
}

@inproceedings{iclr2021_contrastive_30137,
  title = {{Contrastive Syn-to-Real Generalization}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/2949},
}

@inproceedings{aaai2024_stylesinger_7436,
  title = {{StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29932},
}

@inproceedings{aaai2023_multi_4194,
  title = {{Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25668},
}

@inproceedings{aaai2024_synergistic_7460,
  title = {{Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29838},
}

@inproceedings{cvpr2024_mode_24160,
  title = {{MoDE: CLIP Data Experts via Clustering}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31349},
}

@inproceedings{aaai2024_phoneme_6951,
  title = {{Phoneme Hallucinator: One-Shot Voice Conversion via Set Expansion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29411},
}

@inproceedings{aaai2024_sig_7228,
  title = {{SIG: Speaker Identification in Literature via Prompt-Based Generation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29870},
}

@inproceedings{aaai2024_combining_5432,
  title = {{Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29755},
}

@inproceedings{cvpr2024_incorporating_23794,
  title = {{Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29612},
}

@inproceedings{aaai2025_tncse_10910,
  title = {{TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34816},
}

@inproceedings{iclr2024_understanding_35395,
  title = {{Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17678},
}

@inproceedings{cvpr2025_towards_27926,
  title = {{Towards Source-Free Machine Unlearning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34266},
}

@inproceedings{neurips2024_few_71263,
  title = {{Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97780},
}

@inproceedings{neurips2024_how_71690,
  title = {{How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95593},
}

@inproceedings{neurips2024_eevr_74048,
  title = {{EEVR: A Dataset of Paired Physiological Signals and Textual Descriptions for Joint Emotion Representation Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://openreview.net/forum?id=qgzdGyQcDt},
}

@inproceedings{neurips2025_transfertraj_77773,
  title = {{TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=XQ87Vo9GIz},
}

@inproceedings{neurips2025_chromfound_79799,
  title = {{ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibiltiy Data}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=t5ylXsc2Es},
}

@inproceedings{neurips2025_multi_80233,
  title = {{Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective Computing}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=xaxuzubN31},
}

@inproceedings{iclr2026_relational_88857,
  title = {{Relational Transformer: Toward Zero-Shot Foundation Models for Relational Data}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=rpPtgMC5s9},
}

@inproceedings{aaai2026_training_104904,
  title = {{Training and Inference Within 1 Second – Tackle Cross-Sensor Degradation of Real-World Pansharpening with Efficient Residual Feature Tailoring}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38093},
}