% Key papers for Uncertainty-aware multi-view learning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2019_ae2_13805, title = {{AE2-Nets: Autoencoder in Autoencoder Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2016_multi_11714, title = {{Multi-View Deep Network for Cross-View Classification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{aaai2019_explainable_101551, title = {{Explainable Recommendation through Attentive Multi-View Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4243}, } @inproceedings{neurips2019_spatial_59002, title = {{Spatial-Aware Feature Aggregation for Image based Cross-View Geo-Localization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/14030}, } @inproceedings{aaai2022_multi_2446, title = {{Multi-View Intent Disentangle Graph Networks for Bundle Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/04379-multi-view-intent-disentangle-graph-networks-for-bundle-recommendation/}, } @inproceedings{aaai2021_multi_1025, title = {{Multi-View Information-Bottleneck Representation Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/10085-multi-view-information-bottleneck-representation-learning/}, } @inproceedings{aaai2016_robust_104976, title = {{Robust Multi-View Subspace Learning through Dual Low-Rank Decompositions}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10148}, } @inproceedings{aaai2021_uncertainty_1577, title = {{Uncertainty-Aware Multi-View Representation Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/07545-uncertainty-aware-multi-view-representation-learning/}, } @inproceedings{iclr2020_learning_29273, title = {{Learning Robust Representations via Multi-View Information Bottleneck}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=B1xwcyHFDr}, } @inproceedings{aaai2019_efficient_100171, title = {{Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3879}, } @inproceedings{aaai2019_cross_101728, title = {{Cross-View Local Structure Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4443}, } @inproceedings{aaai2020_deep_102260, title = {{Deep Embedded Complementary and Interactive Information for Multi-View Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6122}, } @inproceedings{cvpr2016_information_11614, title = {{Information Bottleneck Learning Using Privileged Information for Visual Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{iclr2021_trusted_30261, title = {{Trusted Multi-View Classification}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2021}, url = {https://iclr.cc/virtual/2021/poster/2908}, } @inproceedings{cvpr2023_exploring_20949, title = {{Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22207}, } @inproceedings{aaai2018_latent_102559, title = {{Latent Discriminant Subspace Representations for Multi-View Outlier Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11826}, } @inproceedings{iclr2017_multi_28371, title = {{Multi-view Recurrent Neural Acoustic Word Embeddings}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2017}, url = {https://openreview.net/forum?id=rJxDkvqee}, } @inproceedings{aaai2017_multi_104446, title = {{Multi-View Correlated Feature Learning by Uncovering Shared Component}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10823}, } @inproceedings{aaai2018_a_105929, title = {{A Multi-View Fusion Neural Network for Answer Selection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11989}, } @inproceedings{aaai2021_community_273, title = {{Community-Aware Multi-Task Transportation Demand Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/00320-community-aware-multi-task-transportation-demand-prediction/}, } @inproceedings{aaai2024_dvanet_5583, title = {{DVANet: Disentangling View and Action Features for Multi-View Action Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28290}, } @inproceedings{aaai2025_dammfnd_8584, title = {{DAMMFND: Domain-Aware Multimodal Multi-view Fake News Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32036}, } @inproceedings{aaai2025_trusted_11114, title = {{Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33914}, } @inproceedings{aaai2025_enhancing_8976, title = {{Enhancing Multi-View Classification Reliability with Adaptive Rejection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34088}, } @inproceedings{cvpr2025_enhancing_26144, title = {{Enhancing Testing-Time Robustness for Trusted Multi-View Classification in the Wild}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32930}, } @inproceedings{aaai2025_from_9241, title = {{From Coarse to Fine: A Matching and Alignment Framework for Unsupervised Cross-View Geo-Localization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32865}, } @inproceedings{aaai2025_time_10908, title = {{TIME-FS: Joint Learning of Tensorial Incomplete Multi-View Unsupervised Feature Selection and Missing-View Imputation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33924}, } @inproceedings{aaai2025_robust_10571, title = {{Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33406}, } @inproceedings{cvpr2025_rc_27352, title = {{RC-AutoCalib: An End-to-End Radar-Camera Automatic Calibration Network}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35011}, } @inproceedings{aaai2024_multi_6687, title = {{Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28792}, } @inproceedings{aaai2025_openviewer_10206, title = {{OpenViewer: Openness-Aware Multi-View Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33800}, } @inproceedings{aaai2025_sumi_10649, title = {{SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32054}, } @inproceedings{aaai2024_enhancing_5851, title = {{Enhancing Low-Resource Relation Representations through Multi-View Decoupling}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29752}, } @inproceedings{aaai2025_multi_10038, title = {{Multi-View Collaborative Learning Network for Speech Deepfake Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32094}, } @inproceedings{aaai2024_an_5174, title = {{An Effective Augmented Lagrangian Method for Fine-Grained Multi-View Optimization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29449}, } @inproceedings{aaai2025_global_9347, title = {{Global-Semantic Alignment Distillation for Partial Multi-view Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35428}, } @inproceedings{aaai2025_multi_10057, title = {{Multi-view Evidential Learning-based Medical Image Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33911}, } @inproceedings{aaai2026_trusted_107428, title = {{Trusted Multi-view Learning for Long-tailed Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/39780}, } @inproceedings{aaai2025_dual_8827, title = {{Dual-View Learning for Conversational Emotion Recognition Through Context and Emotion-Shift Modeling}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34775}, } @inproceedings{aaai2025_hierarchical_9432, title = {{Hierarchical Consensus Network for Multiview Feature Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35465}, }