Trusted Multi-View Classification

3 February 2021

Papers citing "Trusted Multi-View Classification"

50 / 64 papers shown

Title
Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach Qingfeng Chen Shiyuan Li Yixin Liu Shirui Pan Geoffrey I. Webb Shichao Zhang EDL 33 0 0 16 Jun 2025
Mutual Evidential Deep Learning for Medical Image Segmentation Yuanpeng He Yali Bi Lijian Li Chi-Man Pun Wenpin Jiao Zhi Jin FedML 74 0 0 18 May 2025
Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks Xuyang Wang Siyuan Duan Qizhi Li Guiduo Duan Yuan Sun Dezhong Peng AAML EDL 187 0 0 07 May 2025
MICINet: Multi-Level Inter-Class Confusing Information Removal for Reliable Multimodal Classification Tianze Zhang Shu Shen Chao Chen 116 0 0 27 Feb 2025
Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective Kaifang Long Guoyang Xie Lianbo Ma Jiaqi Liu Zhichao Lu 83 2 0 23 Dec 2024
Rebalanced Vision-Language Retrieval Considering Structure-Aware Distillation Yang Yang Wenjuan Xi Luping Zhou Jinhui Tang 141 0 0 14 Dec 2024
Multi-View Incongruity Learning for Multimodal Sarcasm Detection Diandian Guo Cong Cao Fangfang Yuan Yanbing Liu Guangjie Zeng Xiaoyan Yu Hao Peng Philip S. Yu 156 1 0 01 Dec 2024
Incomplete Multi-view Multi-label Classification via a Dual-level Contrastive Learning Framework Bingyan Nie Wulin Xie Jiang Long Xiaohuan Lu 94 0 0 27 Nov 2024
Generalized Trusted Multi-view Classification Framework with Hierarchical Opinion Aggregation Long Shi Chuanqing Tang Huangyi Deng Cai Xu Lei Xing Badong Chen EDL 86 0 0 06 Nov 2024
Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective Yanan Zhang Jiangmeng Li Lixiang Liu Jingyao Wang VLM 129 4 0 01 Oct 2024
Harnessing Shared Relations via Multimodal Mixup Contrastive Learning for Multimodal Classification Raja Kumar Raghav Singhal Pranamya Kulkarni Deval Mehta Kshitij S. Jadhav 81 0 0 26 Sep 2024
Human-AI Collaborative Multi-modal Multi-rater Learning for Endometriosis Diagnosis Hu Wang David Butler Yuan Zhang Jodie C Avery Steven Knox Congbo Ma Louise Hull Gustavo Carneiro 63 2 0 03 Sep 2024
Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding Kaijing Ma Haojian Huang Jin Chen Haodong Chen Pengliang Ji ... Han Fang Chao Ban Hao Sun Mulin. Chen Xuelong Li 98 7 0 29 Aug 2024
Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion Xu Zhang Zhipeng Xie Haiyang Yu Qitong Wang Peng Wang Wei Wang 75 0 0 25 Aug 2024
RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation Junyu Chen Long Shi Badong Chen 96 1 0 14 Aug 2024
Completed Feature Disentanglement Learning for Multimodal MRIs Analysis Tianling Liu Hongying Liu Fanhua Shang Lequan Yu Tong Han Liang Wan 127 1 0 06 Jul 2024
Navigating Conflicting Views: Harnessing Trust for Learning Jueqing Lu Lan Du Wray Buntine M. Jung Joanna Dipnall Lan Du 137 0 0 03 Jun 2024
Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model Wenbing Li Hang Zhou Junqing Yu Zikai Song Wei Yang Mamba 84 5 0 28 May 2024
ReconBoost: Boosting Can Achieve Modality Reconcilement Cong Hua Qianqian Xu Shilong Bao Zhiyong Yang Qingming Huang 78 11 0 15 May 2024
Multimodal Fusion on Low-quality Data: A Comprehensive Survey Qingyang Zhang Yake Wei Zongbo Han Huazhu Fu Xi Peng ... Qinghua Hu Cai Xu Jie Wen Di Hu Changqing Zhang 121 31 0 27 Apr 2024
Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning Chengliang Liu Jie Wen Yabo Liu Chao Huang Zhihao Wu Xiaoling Luo Yong-mei Xu 76 8 0 26 Apr 2024
Trusted Multi-view Learning with Label Noise Cai Xu Yilin Zhang Ziyu Guan Wei Zhao NoLa EDL 110 4 0 18 Apr 2024
CREST: Cross-modal Resonance through Evidential Deep Learning for Enhanced Zero-Shot Learning Haojian Huang Xiaozhen Qiao Zhuo Chen Haodong Chen Bingyu Li Zhe Sun Mulin. Chen Xuelong Li 113 11 0 15 Apr 2024
Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space Zhuyang Xie Yan Yang Jie Wang Xiaorong Liu Xiaofan Li 64 8 0 13 Apr 2024
EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation Yuanpeng He EDL 120 2 0 09 Apr 2024
Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits Sahil Sidheekh Pranuthi Tenali Saurabh Mathur Erik Blasch Kristian Kersting S. Natarajan 63 1 0 05 Mar 2024
Reliable Conflictive Multi-View Learning Cai Xu Jiajun Si Ziyu Guan Wei Zhao Yue Wu Xiyue Gao 87 56 0 24 Feb 2024
ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection Yichen Bai Zongbo Han Changqing Zhang Bing Cao Xiaoheng Jiang Qinghua Hu OODD 114 21 0 26 Nov 2023
What Makes for Robust Multi-Modal Models in the Face of Missing Modalities? Siting Li Chenzhuang Du Yue Zhao Yu Huang Hang Zhao 54 4 0 10 Oct 2023
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval Hao Li Marie-Jeanne Lesot Lianli Gao Xiaosu Zhu Christophe Marsala EDL 78 15 0 29 Sep 2023
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks Yiding Lu Yijie Lin Mouxing Yang Dezhong Peng Peng Hu Xiaocui Peng 105 41 0 22 Aug 2023
Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling Hu Wang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro 76 92 0 26 Jul 2023
A Multi-view Impartial Decision Network for Frontotemporal Dementia Diagnosis Guoyao Deng K. Zou Meng Wang Xuedong Yuan S. Ying Huazhu Fu 44 0 0 11 Jul 2023
Deep Equilibrium Multimodal Fusion Jinhong Ni Yalong Bai Wei Zhang Ting Yao Tao Mei 88 1 0 29 Jun 2023
Multi-View Class Incremental Learning Depeng Li Tianqi Wang Junwei Chen Kenji Kawaguchi Cheng Lian Zhigang Zeng CLL 122 9 0 16 Jun 2023
Provable Dynamic Fusion for Low-Quality Multimodal Data Qingyang Zhang Haitao Wu Changqing Zhang Qinghua Hu Huazhu Fu Qiufeng Wang Xi Peng 114 62 0 03 Jun 2023
E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition Zhen Zhang Mengting Hu Shiwan Zhao Minlie Huang Mengting Hu Lemao Liu Zhirui Zhang Zhe Liu Bingzhe Wu EDL 83 10 0 29 May 2023
Semantic Invariant Multi-view Clustering with Fully Incomplete Information Pengxin Zeng Mouxing Yang Yiding Lu Changqing Zhang Peng Hu Xiaocui Peng 345 22 0 22 May 2023
Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification Meng Wang Tian Lin Lianyu Wang Aidi Lin K. Zou ... Yang Liu C. Pang Xinjian Chen Haoyu Chen Huazhu Fu 198 39 0 08 Apr 2023
Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation M. Jung He Zhao Joanna Dipnall Lan Du UQCV BDL 69 8 0 04 Apr 2023
Information Recovery-Driven Deep Incomplete Multiview Clustering Network Chengliang Liu Jie Wen Zhihao Wu Xiaoling Luo Chao Huang Yong-mei Xu 79 48 0 02 Apr 2023
Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging Meng Wang Lianyu Wang Xinxing Xu K. Zou Yiming Qian Rick Siow Mong Goh Yong-Jin Liu Huazhu Fu OOD FedML 83 6 0 23 Mar 2023
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation Kai Ren K. Zou Xianjie Liu Yidi Chen Xuedong Yuan Xiaojing Shen Meng Wang Huazhu Fu EDL 64 14 0 17 Mar 2023
Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions K. Zou Tian Lin Xuedong Yuan Haoyu Chen Xiaojing Shen Meng Wang Huazhu Fu 52 3 0 17 Mar 2023
A Review of Uncertainty Estimation and its Application in Medical Imaging K. Zou Zhihao Chen Xuedong Yuan Xiaojing Shen Meng Wang Huazhu Fu UQCV 127 92 0 16 Feb 2023
Credible Remote Sensing Scene Classification Using Evidential Fusion on Aerial-Ground Dual-view Images Kun Zhao Qian Gao Siyuan Hao Jie Sun Lijian Zhou EDL 70 11 0 02 Jan 2023
Asymmetric Co-teaching with Multi-view Consensus for Noisy Label Learning Fengbei Liu Yuanhong Chen Chong Wang Yu-Ching Tain G. Carneiro NoLa 86 0 0 01 Jan 2023
Reliable Joint Segmentation of Retinal Edema Lesions in OCT Images Meng Wang Kai-An Yu Chun-Mei Feng K. Zou Yanyu Xu Qingquan Meng Rick Siow Mong Goh Yong Liu Huazhu Fu MedIm 64 3 0 01 Dec 2022
Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture M. Jung He Zhao Joanna Dipnall Lan Du Lan Du UQCV EDL 96 12 0 06 Oct 2022
Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction Hu Wang Jianpeng Zhang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro UQCV 99 19 0 22 Jul 2022