% Key papers for Incomplete multi-view clustering (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2017_multi_104490, title = {{Multi-View Clustering via Deep Matrix Factorization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10867}, } @inproceedings{cvpr2021_completer_16679, title = {{COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{aaai2018_consistent_102350, title = {{Consistent and Specific Multi-View Subspace Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11617}, } @inproceedings{cvpr2022_multi_19382, title = {{Multi-Level Feature Learning for Contrastive Multi-View Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2017_exclusivity_12249, title = {{Exclusivity-Consistency Regularized Multi-View Subspace Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{aaai2020_multi_101896, title = {{Multi-View Clustering in Latent Embedding Space}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5756}, } @inproceedings{aaai2019_unified_101763, title = {{Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4478}, } @inproceedings{cvpr2021_reconsidering_17714, title = {{Reconsidering Representation Alignment for Multi-View Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2023_gcfagg_21038, title = {{GCFAgg: Global and Cross-View Feature Aggregation for Multi-View Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21486}, } @inproceedings{cvpr2016_discriminatively_11504, title = {{Discriminatively Embedded K-Means for Multi-View Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{aaai2021_unified_1585, title = {{Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/10273-unified-tensor-framework-for-incomplete-multi-view-clustering-and-missing-view-inferring/}, } @inproceedings{aaai2019_one_101577, title = {{One-Pass Incomplete Multi-View Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4271}, } @inproceedings{aaai2022_deep_1939, title = {{Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/08761-deep-incomplete-multi-view-clustering-via-mining-cluster-complementarity/}, } @inproceedings{aaai2019_anchors_99683, title = {{Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-View Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3776}, } @inproceedings{icml2019_comic_37204, title = {{COMIC: Multi-view Clustering Without Parameter Selection}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2019}, url = {https://icml.cc/virtual/2019/poster/3777}, } @inproceedings{aaai2024_incomplete_6311, title = {{Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29000}, } @inproceedings{cvpr2023_deep_20745, title = {{Deep Incomplete Multi-View Clustering With Cross-View Partial Sample and Prototype Alignment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22882}, } @inproceedings{aaai2018_weighted_102358, title = {{Weighted Multi-View Spectral Clustering Based on Spectral Perturbation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11625}, } @inproceedings{aaai2024_decoupled_5626, title = {{Decoupled Contrastive Multi-View Clustering with High-Order Random Walks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29330}, } @inproceedings{cvpr2022_deep_18619, title = {{Deep Safe Multi-View Clustering: Reducing the Risk of Clustering Performance Degradation Caused by View Increase}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{aaai2024_learning_6439, title = {{Learning Cluster-Wise Anchors for Multi-View Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29609}, } @inproceedings{cvpr2024_learn_23937, title = {{Learn from View Correlation: An Anchor Enhancement Strategy for Multi-view Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30625}, } @inproceedings{aaai2024_sample_7253, title = {{Sample-Level Cross-View Similarity 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/29310}, } @inproceedings{aaai2024_deep_5649, title = {{Deep Variational Incomplete Multi-View Clustering: Exploring Shared Clustering Structures}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29548}, } @inproceedings{cvpr2024_s2mvtc_24680, title = {{S2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30649}, } @inproceedings{aaai2025_collaborative_8456, title = {{Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33937}, } @inproceedings{aaai2025_incomplete_9553, title = {{Incomplete Multi-view Clustering via Diffusion Contrastive Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34424}, } @inproceedings{aaai2025_mixture_9965, title = {{Mixture of Experts as Representation Learner for Deep Multi-View Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34430}, } @inproceedings{neurips2024_robust_70589, title = {{Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96528}, } @inproceedings{aaai2024_discriminatively_5711, title = {{Discriminatively Fuzzy Multi-View K-means Clustering with Local Structure Preserving}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29585}, } @inproceedings{aaai2025_multi_10058, title = {{Multi-view Granular-ball Contrastive Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34274}, } @inproceedings{cvpr2025_enhanced_26132, title = {{Enhanced then Progressive Fusion with View Graph for Multi-View Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32636}, } @inproceedings{aaai2025_tpch_10911, title = {{TPCH: Tensor-interacted Projection and Cooperative Hashing for Multi-view Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35443}, } @inproceedings{aaai2025_max_9919, title = {{Max-Mahalanobis Anchors Guidance for Multi-View Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34406}, } @inproceedings{cvpr2025_deep_25883, title = {{Deep Fair Multi-View Clustering with Attention KAN}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34520}, } @inproceedings{aaai2025_scalable_10676, title = {{Scalable One-Pass Incomplete Multi-View Clustering by Aligning Anchors}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34207}, } @inproceedings{cvpr2025_imputation_26615, title = {{Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33279}, } @inproceedings{aaai2026_mamba_107730, title = {{Mamba-Driven Multi-View Discriminative Clustering via Global-Local Cross-View Sequence Modeling}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/40082}, }