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

@inproceedings{cvpr2020_greedynas_15622,
  title = {{GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{icml2019_bayesnas_37176,
  title = {{BayesNAS: A Bayesian Approach for Neural Architecture Search}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/4231},
}

@inproceedings{iclr2020_nas_29652,
  title = {{NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=SJx9ngStPH},
}

@inproceedings{iclr2021_zero_29954,
  title = {{Zero-Cost Proxies for Lightweight NAS}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/2861},
}

@inproceedings{cvpr2021_prioritized_17646,
  title = {{Prioritized Architecture Sampling With Monto-Carlo Tree Search}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{neurips2021_evaluating_61718,
  title = {{Evaluating Efficient Performance Estimators of Neural Architectures}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26776},
}

@inproceedings{cvpr2024_az_22697,
  title = {{AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30061},
}

@inproceedings{cvpr2021_searching_17833,
  title = {{Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{iclr2023_zico_33256,
  title = {{ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11507},
}

@inproceedings{aaai2023_proxybo_4443,
  title = {{ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26169},
}

@inproceedings{cvpr2023_pa_21797,
  title = {{PA\&DA: Jointly Sampling Path and Data for Consistent NAS}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/23279},
}

@inproceedings{cvpr2023_hotnas_21122,
  title = {{HOTNAS: Hierarchical Optimal Transport for Neural Architecture Search}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21346},
}

@inproceedings{neurips2022_nas_66464,
  title = {{NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55753},
}

@inproceedings{aaai2023_nas_4223,
  title = {{NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25949},
}

@inproceedings{aaai2025_parzc_10264,
  title = {{ParZC: Parametric Zero-Cost Proxies for Efficient NAS}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33793},
}

@inproceedings{iclr2022_generalizing_31432,
  title = {{Generalizing Few-Shot NAS with Gradient Matching}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6058},
}

@inproceedings{icml2021_few_39348,
  title = {{Few-Shot Neural Architecture Search}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/8891},
}

@inproceedings{icml2021_k_39489,
  title = {{K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/10731},
}

@inproceedings{neurips2023_meco_67736,
  title = {{MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72017},
}

@inproceedings{cvpr2025_subnet_27773,
  title = {{Subnet-Aware Dynamic Supernet Training for Neural Architecture Search}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34445},
}

@inproceedings{iclr2024_swap_35479,
  title = {{SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17594},
}

@inproceedings{aaai2025_hep_9383,
  title = {{HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34015},
}

@inproceedings{cvpr2025_l_26686,
  title = {{L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34736},
}

@inproceedings{iclr2025_w_82547,
  title = {{W-PCA Based Gradient-Free Proxy for Efficient Search of Lightweight Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29249},
}

@inproceedings{icml2025_revisiting_48080,
  title = {{Revisiting Neural Networks for Few-Shot Learning: A Zero-Cost NAS Perspective}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44527},
}