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

@inproceedings{cvpr2020_forward_15562,
  title = {{Forward and Backward Information Retention for Accurate Binary Neural Networks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{aaai2017_how_104485,
  title = {{How to Train a Compact Binary Neural Network with High Accuracy?}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10862},
}

@inproceedings{iclr2017_loss_28305,
  title = {{Loss-aware Binarization of Deep Networks}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2017},
  url = {https://openreview.net/forum?id=S1oWlN9ll},
}

@inproceedings{cvpr2019_binary_13896,
  title = {{Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{iclr2018_apprentice_28410,
  title = {{Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2018},
  url = {https://iclr.cc/virtual/2018/poster/173},
}

@inproceedings{neurips2020_rotated_60755,
  title = {{Rotated Binary Neural Network}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17530},
}

@inproceedings{aaai2020_sparsity_103793,
  title = {{Sparsity-Inducing Binarized Neural Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6900},
}

@inproceedings{neurips2020_shiftaddnet_60827,
  title = {{ShiftAddNet: A Hardware-Inspired Deep Network}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18395},
}

@inproceedings{iclr2022_bibert_30878,
  title = {{BiBERT: Accurate Fully Binarized BERT}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6006},
}

@inproceedings{neurips2018_heterogeneous_57198,
  title = {{Heterogeneous Bitwidth Binarization in Convolutional Neural Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11398},
}

@inproceedings{neurips2022_bit_66362,
  title = {{BiT: Robustly Binarized Multi-distilled Transformer}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55032},
}

@inproceedings{aaai2021_sa_1300,
  title = {{SA-BNN: State-Aware Binary Neural Network}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/02091-sa-bnn-state-aware-binary-neural-network/},
}

@inproceedings{cvpr2024_biper_22841,
  title = {{BiPer: Binary Neural Networks using a Periodic Function}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31446},
}

@inproceedings{aaai2022_equal_2049,
  title = {{Equal Bits: Enforcing Equally Distributed Binary Network Weights}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/01491-equal-bits-enforcing-equally-distributed-binary-network-weights/},
}

@inproceedings{neurips2019_the_59074,
  title = {{The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13907},
}

@inproceedings{aaai2019_universal_101760,
  title = {{Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4475},
}

@inproceedings{cvpr2024_a_22672,
  title = {{A\&B BNN: Add\&Bit-Operation-Only Hardware-Friendly Binary Neural Network}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29447},
}

@inproceedings{aaai2023_fast_3669,
  title = {{Fast and Accurate Binary Neural Networks Based on Depth-Width Reshaping}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26268},
}

@inproceedings{neurips2024_neuralfuse_73844,
  title = {{NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93664},
}

@inproceedings{icml2025_predicting_48112,
  title = {{Predicting High-precision Depth on Low-Precision Devices Using 2D Hilbert Curves}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44496},
}

@inproceedings{neurips2025_g_79278,
  title = {{G-Net: A Provably Easy Construction of High-Accuracy Random Binary Neural Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=nirpTMWOzt},
}

@inproceedings{iclr2026_zeros_86900,
  title = {{Zeros can be Informative: Masked Binary U-Net for Image Segmentation on Tensor Cores}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=VG55KBaUDo},
}

@inproceedings{iclr2026_bep_88171,
  title = {{BEP: A Binary Error Propagation Algorithm for Binary Neural Networks Training}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=jxtCMoZIu8},
}

@inproceedings{aaai2026_semanticnn_106999,
  title = {{SemanticNN: Compressive and Error-Resilient Semantic Offloading for Extremely Weak Devices}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39351},
}

@inproceedings{aaai2026_bd_107064,
  title = {{BD-Net: Has Depth-Wise Convolution Ever Been Applied in Binary Neural Networks?}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39416},
}

@inproceedings{aaai2026_fp_107691,
  title = {{FP=XINT: Representing Neural Networks via Low-Bit Series Basis Functions}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/40043},
}