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A Survey of Multi-View Representation Learning

3 October 2016

Papers citing "A Survey of Multi-View Representation Learning"

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Title
MCFCN: Multi-View Clustering via a Fusion-Consensus Graph Convolutional Network Chenping Pei Fadi Dornaika Jingjun Bi 48 0 0 03 Nov 2025
Multi-View Graph Feature Propagation for Privacy Preservation and Feature Sparsity Etzion Harari Moshe Unger 56 0 0 13 Oct 2025
Maximally Useful and Minimally Redundant: The Key to Self Supervised Learning for Imbalanced Data Yash Kumar Sharma Vineet Nair Wilson Naik SSL 112 0 0 10 Sep 2025
Insight-LLM: LLM-enhanced Multi-view Fusion in Insider Threat Detection Chengyu Song Jianming Zheng 88 1 0 01 Sep 2025
Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance Jiaqi Jin Siwei Wang Zhibin Dong Xihong Yang Xinwang Liu En Zhu Kunlun He 193 1 0 14 Mar 2025
Multi-View Node Pruning for Accurate Graph Representation Jiseong Park Hanjin Kim Seojin Kim Jueun Choi Doheon Lee Sung Ju Hwang 363 0 0 14 Mar 2025
Learning Fused State Representations for Control from Multi-View Observations Zeyu Wang Yao Li Xin Li Hongyu Zang Romain Laroche Riashat Islam OffRL 567 1 0 03 Feb 2025
A Comprehensive Survey on Spectral Clustering with Graph Structure Learning Kamal Berahmand Farid Saberi-Movahed Razieh Sheikhpour Yuefeng Li Mahdi Jalili 222 41 0 23 Jan 2025
A Survey of Recent Advances and Challenges in Deep Audio-Visual Correlation LearningACM Computing Surveys (ACM CSUR), 2024 Luis Vilaca Yi Yu Paula Vinan 418 2 0 24 Nov 2024
MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space TerrainEuropean Conference on Computer Vision (ECCV), 2024 Timothy Chase Jr Karthik Dantu 191 2 0 07 Oct 2024
A Survey on Point-of-Interest Recommendation: Models, Architectures, and SecurityIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Qianru Zhang Peng Yang Junliang Yu Haixin Wang Xingwei He Siu-Ming Yiu Hongzhi Yin 294 19 0 03 Oct 2024
Canonical Correlation Guided Deep Neural Network Zhiwen Chen Siwen Mo Haobin Ke S. Ding Zhaohui Jiang Chunhua Yang W. Gui 54 1 0 28 Sep 2024
Mammo-Clustering: A Multi-views Tri-level Information Fusion Context Clustering Framework for Localization and Classification in Mammography Shilong Yang Chulong Zhang Qi Zang Juan Yu Liang Zeng ... Yexuan Xing Xin Pan Qi Li Xiaokun Liang Yaoqin Xie 435 0 0 23 Sep 2024
What to align in multimodal contrastive learning?International Conference on Learning Representations (ICLR), 2024 Benoit Dufumier J. Castillo-Navarro D. Tuia Jean-Philippe Thiran 293 24 0 11 Sep 2024
A Comprehensive Survey on Evidential Deep Learning and Its Applications Junyu Gao Mengyuan Chen Liangyu Xiang Changsheng Xu EDL BDL UQCV 367 14 0 07 Sep 2024
Deep Code Search with Naming-Agnostic Contrastive Multi-View LearningACM Transactions on Knowledge Discovery from Data (TKDD), 2024 Jiadong Feng Wei Li Suhuang Wu Zhao Wei Yong Xu Juhong Wang Hui Li 129 2 0 18 Aug 2024
Enhancing Scientific Figure Captioning Through Cross-modal Learning Mateo Alejandro Rojas Rafael Carranza 148 0 0 24 Jun 2024
Learning Multi-view Molecular Representations with Structured and Unstructured KnowledgeKnowledge Discovery and Data Mining (KDD), 2024 Yizhen Luo Kai Yang Massimo Hong Xing Yi Liu Zikun Nie Hao Zhou Zaiqing Nie 128 12 0 14 Jun 2024
Intelligent Multi-View Test Time Augmentation Efe Ozturk Mohit Prabhushankar Ghassan AlRegib 186 4 0 12 Jun 2024
Deep video representation learning: a survey Elham Ravanbakhsh Yongqing Liang J. Ramanujam Xin Li 163 5 0 10 May 2024
Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras Mhairi Dunion Stefano V. Albrecht 204 10 0 22 Apr 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 204 34 0 30 Mar 2024
Tensor-based Graph Learning with Consistency and Specificity for Multi-view Clustering Long Shi Lei Cao Yunshan Ye Yu Zhao Badong Chen 158 2 0 27 Mar 2024
Multi-View Video-Based Learning: Leveraging Weak Labels for Frame-Level Perception Vijay John Yasutomo Kawanishi 126 0 0 18 Mar 2024
Rethinking Multi-view Representation Learning via Distilled Disentangling Guanzhou Ke Bo Wang Xiaoli Wang Shengfeng He 337 20 0 16 Mar 2024
Self Supervised Correlation-based Permutations for Multi-View Clustering Ran Eisenberg Jonathan Svirsky Ofir Lindenbaum 307 2 0 26 Feb 2024
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training Jian Wang Xin Yang X. Jia Wufeng Xue Rusi Chen ... Lian Liu Yan Cao Jianqiao Zhou Dong Ni Ning Gu 143 11 0 18 Feb 2024
A Temporal-Spectral Fusion Transformer with Subject-Specific Adapter for Enhancing RSVP-BCI DecodingNeural Networks (NN), 2024 Xujin Li Wei Wei Shuang Qiu Huiguang He 159 5 0 12 Jan 2024
Semantic-Preserving Feature Partitioning for Multi-View Ensemble LearningInformation Fusion (Inf. Fusion), 2024 M. S. Khorshidi Navid Yazdanjue Hassan Gharoun D. Yazdani M. Nikoo Fang Chen Amir H. Gandomi 160 2 0 11 Jan 2024
Urban Region Representation Learning with Attentive Fusion Fengze Sun Jianzhong Qi Yanchuan Chang Xiaoliang Fan S. Karunasekera E. Tanin AI4TS 135 10 0 07 Dec 2023
Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts ModelingACM Multimedia (ACM MM), 2023 Hao Wang Zhi-Qi Cheng Yuxuan Zhou Xin Yang Xiao-Jun Wu Hongyang Chen Yan Yang 215 8 0 28 Oct 2023
Multi-view Fuzzy Representation Learning with Rules based ModelIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Wei Zhang Zhaohong Deng Te Zhang K. Choi Shitong Wang 143 6 0 20 Sep 2023
Efficient Multi-View Graph Clustering with Local and Global Structure PreservationACM Multimedia (ACM MM), 2023 Yi Wen Suyuan Liu Xinhang Wan Siwei Wang K. Liang Xinwang Liu Xihong Yang Pei Zhang 156 41 0 31 Aug 2023
Scalable Incomplete Multi-View Clustering with Structure AlignmentACM Multimedia (ACM MM), 2023 Yi Wen Siwei Wang K. Liang Weixuan Liang Xinhang Wan Xinwang Liu Suyuan Liu Jiyuan Liu En Zhu 180 32 0 31 Aug 2023
Contrastive Representation Learning Based on Multiple Node-centered SubgraphsInternational Conference on Information and Knowledge Management (CIKM), 2023 Dong Li Wenjun Wang Minglai Shao Chen Zhao SSL 200 3 0 31 Aug 2023
Multi-View Fusion and Distillation for Subgrade Distresses Detection based on 3D-GPR Chunpeng Zhou Kang Ning Haishuai Wang Zhi Yu Sheng Zhou Jiajun Bu 88 4 0 09 Aug 2023
Disentangling Multi-view Representations Beyond Inductive BiasACM Multimedia (ACM MM), 2023 Guanzhou Ke Yang Yu Guoqing Chao Xiaoli Wang Chenyang Xu Shengfeng He 176 13 0 03 Aug 2023
Semantic Invariant Multi-view Clustering with Fully Incomplete InformationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Pengxin Zeng Mouxing Yang Yiding Lu Changqing Zhang Peng Hu Xiaocui Peng 664 42 0 22 May 2023
Robust Multi-agent Communication via Multi-view Message Certification Lei Yuan T. Jiang Lihe Li F. Chen Zongzhang Zhang Yang Yu 167 3 0 07 May 2023
MD-Manifold: A Medical-Distance-Based Representation Learning Approach for Medical Concept and Patient Representation Shaodong Wang Qing Li Wenli Zhang 79 0 0 30 Apr 2023
To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A ReviewEntropy (Entropy), 2023 Ravid Shwartz-Ziv Yann LeCun SSL 467 97 0 19 Apr 2023
CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data Chen Zhao Anqi Liu Xiao Zhang Xuewei Cao Zhengming Ding Q. Sha Hui Shen Hong-Wen Deng Weihua Zhou 100 3 0 12 Apr 2023
Exploring and Exploiting Uncertainty for Incomplete Multi-View ClassificationComputer Vision and Pattern Recognition (CVPR), 2023 Mengyao Xie Zongbo Han Changqing Zhang Yichen Bai Qinghua Hu UQCV EDL 646 23 0 11 Apr 2023
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless FingerprintingGlobal Communications Conference (GLOBECOM), 2023 Tengfei Huang T. Dahanayaka Kanchana Thilakarathna Philip H. W. Leong H. El Gamal 146 3 0 28 Mar 2023
High-dimensional multi-view clustering methods Alaeddine Zahir Khalide Jbilou Ahmed Ratnani 92 1 0 14 Mar 2023
MetaViewer: Towards A Unified Multi-View RepresentationComputer Vision and Pattern Recognition (CVPR), 2023 Ren Wang Haoliang Sun Yuling Ma Xiaoming Xi Yilong Yin 230 13 0 11 Mar 2023
Learning cross space mapping via DNN using large scale click-through logsIEEE transactions on multimedia (IEEE TMM), 2015 Wei Yu Kuiyuan Yang Yalong Bai Huanjin Yao Y. Rui 3DV 124 9 0 26 Feb 2023
Self-supervised Multi-view Disentanglement for Expansion of Visual CollectionsWeb Search and Data Mining (WSDM), 2023 Nihal Jain Praneetha Vaddamanu Paridhi Maheshwari Vishwa Vinay K. Kulkarni 83 3 0 04 Feb 2023
TAP: The Attention Patch for Cross-Modal Knowledge Transfer from Unlabeled Modality Yinsong Wang Shahin Shahrampour 159 0 0 04 Feb 2023
Multimodal Deep LearningInternational Conference on Machine Learning (ICML), 2011 Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Yi Men 389 3,362 0 12 Jan 2023