% Key papers for Low-rank tensor completion (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2016_tensor_11918,
  title = {{Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2019_non_14577,
  title = {{Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_low_14484,
  title = {{Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{aaai2019_tensor_103550,
  title = {{Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4949},
}

@inproceedings{aaai2017_low_104399,
  title = {{Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10776},
}

@inproceedings{cvpr2018_missing_13373,
  title = {{Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Yokota_Missing_Slice_Recovery_CVPR_2018_paper.html},
}

@inproceedings{cvpr2017_outlier_12523,
  title = {{Outlier-Robust Tensor PCA}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{aaai2023_enhanced_3576,
  title = {{Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26323},
}

@inproceedings{aaai2020_tensor_102053,
  title = {{Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5915},
}

@inproceedings{cvpr2017_simultaneous_12641,
  title = {{Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{neurips2016_low_55859,
  title = {{Low-Rank Regression with Tensor Responses}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2016},
  url = {https://nips.cc/virtual/2016/poster/7335},
}

@inproceedings{cvpr2016_robust_11823,
  title = {{Robust Tensor Factorization With Unknown Noise}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{aaai2018_efficient_102353,
  title = {{Efficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11620},
}

@inproceedings{aaai2020_robust_102212,
  title = {{Robust Tensor Decomposition via Orientation Invariant Tubal Nuclear Norms}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6074},
}

@inproceedings{aaai2023_tensor_4787,
  title = {{Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26067},
}

@inproceedings{neurips2018_boosted_56921,
  title = {{Boosted Sparse and Low-Rank Tensor Regression}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11121},
}

@inproceedings{neurips2018_a_56795,
  title = {{A Dual Framework for Low-rank Tensor Completion}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11536},
}

@inproceedings{icml2019_efficient_37326,
  title = {{Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/3790},
}

@inproceedings{cvpr2020_averaging_15175,
  title = {{Averaging Essential and Fundamental Matrices in Collinear Camera Settings}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{aaai2018_nonlocal_105769,
  title = {{Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11878},
}

@inproceedings{aaai2024_towards_7611,
  title = {{Towards Multi-Mode Outlier Robust Tensor Ring Decomposition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29389},
}

@inproceedings{aaai2025_otlrm_10148,
  title = {{OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35427},
}

@inproceedings{iclr2024_performance_34108,
  title = {{Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18967},
}

@inproceedings{icml2025_fast_47633,
  title = {{Fast Tensor Completion via Approximate Richardson Iteration}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44964},
}

@inproceedings{neurips2024_tensor_71134,
  title = {{Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96088},
}

@inproceedings{neurips2025_gaussian_75933,
  title = {{Gaussian Regression-Driven Tensorized Incomplete Multi-View Clustering with Dual Manifold Regularization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=DooE6euxAS},
}

@inproceedings{cvpr2026_gaussian_96808,
  title = {{Gaussian Splatting-based Low-Rank Tensor Representation for Multi-Dimensional Image Recovery}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Zeng_Gaussian_Splatting-based_Low-Rank_Tensor_Representation_for_Multi-Dimensional_Image_Recovery_CVPR_2026_paper.html},
}

@inproceedings{aaai2026_score_106836,
  title = {{Score-Based Model for Low-Rank Tensor Recovery}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39188},
}

@inproceedings{aaai2026_robust_107510,
  title = {{Robust High-Order Tensor Compressive Sensing Based on M-Estimators}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39862},
}

@inproceedings{aaai2026_hincot_107630,
  title = {{HiNCoT: Hierarchical Nonlinear Continuous Transform-based Tensor Representation for Multi-Dimensional Data Recovery}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39982},
}

@inproceedings{icml2025_high_48902,
  title = {{High-Dimensional Tensor Regression With Oracle Properties}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/43721},
}