Deep Partial Multi-View Learning

12 November 2020

Papers citing "Deep Partial Multi-View Learning"

50 / 51 papers shown

Title
Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks Xuyang Wang Siyuan Duan Qizhi Li Guiduo Duan Yuan Sun Dezhong Peng AAML EDL 65 0 0 07 May 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 43 0 0 14 Mar 2025
M $^3$ amba: CLIP-driven Mamba Model for Multi-modal Remote Sensing Classification Mingxiang Cao Weiying Xie Xin Zhang Jiaqing Zhang Kai Jiang Jie Lei Yunsong Li Mamba 50 0 0 09 Mar 2025
Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation Jie Xu Na Zhao Gang Niu Masashi Sugiyama Xiaofeng Zhu 92 0 0 06 Mar 2025
Knowledge Bridger: Towards Training-free Missing Multi-modality Completion Guanzhou Ke Shengfeng He Xinyu Wang Bo Wang Guoqing Chao Yujie Zhang Yi Xie HeXing Su 73 0 0 27 Feb 2025
Multi-View Factorizing and Disentangling: A Novel Framework for Incomplete Multi-View Multi-Label Classification Wulin Xie Lian Zhao Jiang Long Xiaohuan Lu Bingyan Nie 51 0 0 28 Jan 2025
Modality-missing RGBT Tracking: Invertible Prompt Learning and High-quality Benchmarks Andong Lu Jiacong Zhao Chenglong Li Jin Tang Bin Luo VLM 63 5 0 31 Dec 2024
Generalized Trusted Multi-view Classification Framework with Hierarchical Opinion Aggregation Long Shi Chuanqing Tang Huangyi Deng Cai Xu Lei Xing Badong Chen EDL 40 0 0 06 Nov 2024
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization Junlin He Jinxiao Du Susu Xu Wei Ma 31 0 0 01 Nov 2024
FedCert: Federated Accuracy Certification Minh Hieu Nguyen Huu Tien Nguyen Trung Thanh Nguyen Manh Duong Nguyen Trong Nghia Hoang Truong Thao Nguyen Phi Le Nguyen FedML 37 0 0 04 Oct 2024
Active-Passive Federated Learning for Vertically Partitioned Multi-view Data Jiyuan Liu Xinwang Liu Siqi Wang Xingchen Hu Qing Liao Xinhang Wan Yi Zhang Xin Lv Kunlun He FedML 48 0 0 06 Sep 2024
Evidential Deep Partial Multi-View Classification With Discount Fusion Haojian Huang Zhe Liu S. Letchmunan Muhammet Deveci Mingwei Lin Weizhong Wang 42 4 0 23 Aug 2024
Multi-View Conformal Learning for Heterogeneous Sensor Fusion Enrique Garcia-Ceja 37 1 0 19 Feb 2024
Semantic-Preserving Feature Partitioning for Multi-View Ensemble Learning M. S. Khorshidi Navid Yazdanjue Hassan Gharoun D. Yazdani M. Nikoo Fang Chen Amir H. Gandomi 30 0 0 11 Jan 2024
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition Zheng Lian Guoying Zhao Yong Ren Hao Gu Haiyang Sun Lan Chen Bin Liu Jianhua Tao 28 12 0 07 Jan 2024
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition Chengxin Chen Pengyuan Zhang 46 5 0 26 Dec 2023
Multimodal Representation Learning by Alternating Unimodal Adaptation Xiaohui Zhang Jaehong Yoon Mohit Bansal Huaxiu Yao 39 22 0 17 Nov 2023
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation Jiatai Wang Zhiwei Xu Xin Wang Tao Li 26 1 0 29 Oct 2023
Hierarchical Mutual Information Analysis: Towards Multi-view Clustering in The Wild Jiatai Wang Zhiwei Xu Xuewen Yang Xin Wang 16 0 0 28 Oct 2023
Federated Deep Multi-View Clustering with Global Self-Supervision Xinyue Chen Jie Xu Yazhou Ren X. Pu Ce Zhu Xiao-lan Zhu Zhifeng Hao Lifang He FedML 29 15 0 24 Sep 2023
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks Yiding Lu Yijie Lin Mouxing Yang Dezhong Peng Peng Hu Xiaocui Peng 17 36 0 22 Aug 2023
One-step Multi-view Clustering with Diverse Representation Xinhang Wan Jiyuan Liu Xinwang Liu Siwei Wang Yi Wen Tianjiao Wan Li Shen En Zhu 32 32 0 08 Jun 2023
Semantic Invariant Multi-view Clustering with Fully Incomplete Information Pengxin Zeng Mouxing Yang Yiding Lu Changqing Zhang Peng Hu Xiaocui Peng 160 17 0 22 May 2023
Deep Multiview Clustering by Contrasting Cluster Assignments Jing Chen Hua Mao Wai Lok Woo Xi Peng 23 44 0 21 Apr 2023
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning Zheng Lian Haiyang Sun Guoying Zhao Kang Chen Mingyu Xu ... Meng Wang Min Zhang Guoying Zhao Björn W. Schuller Jianhua Tao 47 48 0 18 Apr 2023
Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification Mengyao Xie Zongbo Han Changqing Zhang Yichen Bai Qinghua Hu UQCV EDL 148 15 0 11 Apr 2023
Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios Jie Xu Yazhou Ren Xiaolong Wang Lei Feng Zheng Zhang Gang Niu Xiao-lan Zhu 27 9 0 30 Mar 2023
Deep Incomplete Multi-view Clustering with Cross-view Partial Sample and Prototype Alignment Jiaqi Jin Siwei Wang Zhibin Dong Xinwang Liu En Zhu 34 43 0 28 Mar 2023
Incomplete Multi-view Clustering via Prototype-based Imputation Hao Li Yunfan Li Mouxing Yang Peng Hu Dezhong Peng Xiaocui Peng 22 32 0 26 Jan 2023
A Clustering-guided Contrastive Fusion for Multi-view Representation Learning Guanzhou Ke Guoqing Chao Xiaoli Wang Chenyang Xu Yong-Nan Zhu Yang Yu SSL 28 18 0 28 Dec 2022
Cross-view Graph Contrastive Representation Learning on Partially Aligned Multi-view Data Yiming Wang Dongxia Chang Zhiqiang Fu Jie Wen Yao Zhao AI4TS 11 1 0 08 Nov 2022
Sketched Multi-view Subspace Learning for Hyperspectral Anomalous Change Detection Shizhen Chang Michael K Kopp Pedram Ghamisi 42 8 0 09 Oct 2022
Latent Heterogeneous Graph Network for Incomplete Multi-View Learning Pengfei Zhu Xinjie Yao Yu Wang Meng Cao Binyuan Hui Shuai Zhao Qinghua Hu 30 23 0 29 Aug 2022
Multiple Kernel Clustering with Dual Noise Minimization Junpu Zhang Liang Li Siwei Wang Jiyuan Liu Yue Liu Xinwang Liu En Zhu 31 24 0 13 Jul 2022
Trusted Multi-Scale Classification Framework for Whole Slide Image Ming Feng Kele Xu Na Wu Weiquan Huang Yan Bai Changjian Wang Huaimin Wang 45 5 0 12 Jul 2022
Variational Distillation for Multi-View Learning Xudong Tian Zhizhong Zhang Cong Wang Wensheng Zhang Yanyun Qu Lizhuang Ma Zongze Wu Yuan Xie Dacheng Tao 26 5 0 20 Jun 2022
M2R2: Missing-Modality Robust emotion Recognition framework with iterative data augmentation Ning Wang 25 13 0 05 May 2022
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities Jiandian Zeng Tianyi Liu Jiantao Zhou 14 58 0 28 Apr 2022
Trusted Multi-View Classification with Dynamic Evidential Fusion Zongbo Han Changqing Zhang Huazhu Fu Qiufeng Wang EDL 37 219 0 25 Apr 2022
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation Zheng Lian Lang Chen Guoying Zhao B. Liu J. Tao 27 83 0 04 Mar 2022
ACTIVE:Augmentation-Free Graph Contrastive Learning for Partial Multi-View Clustering Yiming Wang Dongxia Chang Zhiqiang Fu Jie Wen Yao Zhao 14 2 0 01 Mar 2022
Uncertainty-Aware Multi-View Representation Learning Yu Geng Zongbo Han Changqing Zhang Q. Hu 45 63 0 15 Jan 2022
Incomplete Multi-view Clustering via Cross-view Relation Transfer Yiming Wang Dongxia Chang Zhiqiang Fu Yao Zhao 13 27 0 01 Dec 2021
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions Huan Ma Zongbo Han Changqing Zhang Huazhu Fu Qiufeng Wang Q. Hu EDL UQCV 79 42 0 11 Nov 2021
Heterogeneous Graph Neural Network with Multi-view Representation Learning Zezhi Shao Yongjun Xu Wei Wei Fei Wang Zhao Zhang Feida Zhu 29 20 0 31 Aug 2021
MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions Penghua Zhai Huaiwei Cong Gangming Zhao Chaowei Fang Jinpeng Li Ting Cai Huiguang He 27 10 0 17 Aug 2021
Few-shot Partial Multi-view Learning Yuanen Zhou Yanrong Guo Shijie Hao Richang Hong Jiebo Luo 36 1 0 05 May 2021
Deep Distribution-preserving Incomplete Clustering with Optimal Transport Mingjie Luo Siwei Wang Xinwang Liu Wenxuan Tu Yi Zhang Xifeng Guo Sihang Zhou En Zhu 16 0 0 21 Mar 2021
Multi-view Subspace Clustering Networks with Local and Global Graph Information Qinghai Zheng Jihua Zhu Yuanyuan Ma Zhongyu Li Zhiqiang Tian 23 43 0 19 Oct 2020
Multi-view Subspace Clustering via Partition Fusion Juncheng Lv Zhao Kang Boyu Wang Luping Ji Zenglin Xu 11 83 0 03 Dec 2019