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

@inproceedings{cvpr2017_superpixels_12670,
  title = {{Superpixels and Polygons Using Simple Non-Iterative Clustering}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2016_scalable_11837,
  title = {{Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2016_oracle_11748,
  title = {{Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{aaai2020_tensor_101947,
  title = {{Tensor-SVD Based Graph Learning for Multi-View Subspace Clustering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5807},
}

@inproceedings{cvpr2016_manifold_11692,
  title = {{Manifold SLIC: A Fast Method to Compute Content-Sensitive Superpixels}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{aaai2016_multiple_105077,
  title = {{Multiple Kernel k-Means Clustering with Matrix-Induced Regularization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10249},
}

@inproceedings{iclr2018_spectralnet_28514,
  title = {{SpectralNet: Spectral Clustering using Deep Neural Networks}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2018},
  url = {https://iclr.cc/virtual/2018/poster/290},
}

@inproceedings{aaai2020_unified_102247,
  title = {{Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6109},
}

@inproceedings{cvpr2016_kernel_11635,
  title = {{Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{aaai2023_auto_3139,
  title = {{Auto-Weighted Multi-View Clustering for Large-Scale Data}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26201},
}

@inproceedings{aaai2017_twin_104476,
  title = {{Twin Learning for Similarity and Clustering: A Unified Kernel Approach}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10853},
}

@inproceedings{aaai2019_efficient_101643,
  title = {{Efficient and Effective Incomplete Multi-View Clustering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4350},
}

@inproceedings{aaai2017_multiple_104516,
  title = {{Multiple Kernel k-Means with Incomplete Kernels}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10893},
}

@inproceedings{cvpr2020_stochastic_16287,
  title = {{Stochastic Sparse Subspace Clustering}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2018_deep_12960,
  title = {{Deep Density Clustering of Unconstrained Faces}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Lin_Deep_Density_Clustering_CVPR_2018_paper.html},
}

@inproceedings{aaai2017_image_103924,
  title = {{Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11203},
}

@inproceedings{cvpr2017_subspace_12668,
  title = {{Subspace Clustering via Variance Regularized Ridge Regression}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{aaai2017_cascade_104447,
  title = {{Cascade Subspace Clustering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10824},
}

@inproceedings{cvpr2022_eigenlanes_18749,
  title = {{Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2021_hierarchical_711,
  title = {{Hierarchical Multiple Kernel Clustering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/08671-hierarchical-multiple-kernel-clustering/},
}

@inproceedings{cvpr2024_correspondence_23052,
  title = {{Correspondence-Free Non-Rigid Point Set Registration Using Unsupervised Clustering Analysis}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30090},
}

@inproceedings{aaai2024_low_6554,
  title = {{Low-Rank Kernel Tensor Learning for Incomplete Multi-View Clustering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29526},
}

@inproceedings{aaai2024_dvsai_5584,
  title = {{DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29595},
}

@inproceedings{aaai2025_sharper_10755,
  title = {{Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33799},
}

@inproceedings{cvpr2025_large_26721,
  title = {{Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33815},
}

@inproceedings{aaai2025_incremental_9558,
  title = {{Incremental Nyström-based Multiple Kernel Clustering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33825},
}

@inproceedings{aaai2025_koala_9635,
  title = {{KOALA: Kernel Coupling and Element Imputation Induced Multi-View Clustering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35461},
}

@inproceedings{neurips2024_capturing_72805,
  title = {{Capturing the denoising effect of PCA via compression ratio}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94592},
}

@inproceedings{neurips2024_achieving_73315,
  title = {{Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94130},
}

@inproceedings{neurips2024_from_73932,
  title = {{From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information Enhancement}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93579},
}

@inproceedings{neurips2024_evaluate_74518,
  title = {{Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93062},
}

@inproceedings{cvpr2025_a_25357,
  title = {{A Flag Decomposition for Hierarchical Datasets}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33004},
}

@inproceedings{aaai2026_deep_106746,
  title = {{Deep Clustering Based on Sparse Kolmogorov-Arnold Network and Spectral Constraint}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39053},
}

@inproceedings{aaai2026_maximizing_107100,
  title = {{Maximizing Schatten-p Norm Regularization Toward Balance}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39452},
}

@inproceedings{icml2025_robust_46365,
  title = {{Robust Consensus Anchor Learning for Efficient Multi-view Subspace Clustering}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/46197},
}

@inproceedings{neurips2024_geometric_73800,
  title = {{Geometric Analysis of Nonlinear Manifold Clustering}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93708},
}

@inproceedings{icml2024_edison_44996,
  title = {{EDISON: Enhanced Dictionary-Induced Tensorized Incomplete Multi-View Clustering with Gaussian Error Rank Minimization}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33456},
}

@inproceedings{icml2024_scalable_45226,
  title = {{Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33226},
}

@inproceedings{icml2025_a_47488,
  title = {{A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45107},
}

@inproceedings{icml2025_heterogeneous_48831,
  title = {{Heterogeneous Sufficient Dimension Reduction and Subspace Clustering}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/43791},
}