Trusted Multi-View Classification with Dynamic Evidential Fusion

25 April 2022

Papers citing "Trusted Multi-View Classification with Dynamic Evidential Fusion"

50 / 83 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 60 0 0 07 May 2025
Synergy-CLIP: Extending CLIP with Multi-modal Integration for Robust Representation Learning Sangyeon Cho Jangyeong Jeon Mingi Kim Junyeong Kim CLIP VLM 76 0 0 30 Apr 2025
Guaranteeing consistency in evidence fusion: A novel perspective on credibility Chaoxiong Ma Yan Liang Huixia Zhang Hao Sun 36 0 0 05 Apr 2025
Dig2DIG: Dig into Diffusion Information Gains for Image Fusion Bing Cao Baoshuo Cai Changqing Zhang Q. Hu 41 0 0 24 Mar 2025
Multi-Modal Self-Supervised Semantic Communication Hang Zhao Hongru Li Dongfang Xu Shenghui Song Khaled B. Letaief 44 0 0 18 Mar 2025
DynCIM: Dynamic Curriculum for Imbalanced Multimodal Learning Chengxuan Qian Kai Han J. Wang Zhenlong Yuan Rui Qian Chongwen Lyu Jun Chen 46 1 0 09 Mar 2025
MICINet: Multi-Level Inter-Class Confusing Information Removal for Reliable Multimodal Classification T. Zhang Shu Shen Chao Chen 71 0 0 27 Feb 2025
Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics Xianjun Gao Jianchun Liu Hongli Xu Shilong Wang Liusheng Huang FedML 30 1 0 25 Dec 2024
Smile upon the Face but Sadness in the Eyes: Emotion Recognition based on Facial Expressions and Eye Behaviors Yuanyuan Liu Lin Wei Kejun Liu Yibing Zhan Zijing Chen Zhe Chen Shiguang Shan 28 1 0 08 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 30 0 0 06 Nov 2024
Test-Time Dynamic Image Fusion Bing Cao Yinan Xia Yi Ding Changqing Zhang Q. Hu 30 0 0 05 Nov 2024
TPFL: A Trustworthy Personalized Federated Learning Framework via Subjective Logic Jinqian Chen Jihua Zhu 26 0 0 16 Oct 2024
SGUQ: Staged Graph Convolution Neural Network for Alzheimer's Disease Diagnosis using Multi-Omics Data Liang Tao Yixin Xie Jeffrey D Deng Hui Shen H. Deng Weihua Zhou Chen Zhao 19 1 0 14 Oct 2024
COME: Test-time adaption by Conservatively Minimizing Entropy Qingyang Zhang Yatao Bian Xinke Kong Peilin Zhao Changqing Zhang OOD TTA 81 1 0 12 Oct 2024
Dynamic Evidence Decoupling for Trusted Multi-view Learning Ying Liu Lihong Liu Cai Xu Xiangyu Song Ziyu Guan Wei Zhao EDL 27 3 0 04 Oct 2024
Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective Yanan Zhang Jiangmeng Li Lixiang Liu Wenwen Qiang VLM 29 1 0 01 Oct 2024
Revisiting Essential and Nonessential Settings of Evidential Deep Learning Mengyuan Chen Junyu Gao Changsheng Xu EDL 43 1 0 01 Oct 2024
DOTA: Distributional Test-Time Adaptation of Vision-Language Models Zongbo Han Jialong Yang Junfan Li Qinghua Hu Qianli Xu Mike Zheng Shou Changqing Zhang TTA VLM 46 2 0 28 Sep 2024
Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective Guimin Hu Yi Xin Weimin Lyu Haojian Huang Chang Sun Z. Zhu Lin Gui Ruichu Cai Erik Cambria Hasti Seifi 30 5 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 42 5 0 07 Sep 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 36 0 0 06 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 37 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 29 0 0 25 Aug 2024
Evidential Deep Partial Multi-View Classification With Discount Fusion Haojian Huang Zhe Liu S. Letchmunan Muhammet Deveci Mingwei Lin Weizhong Wang 40 4 0 23 Aug 2024
RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation Junyu Chen Long Shi Badong Chen 21 0 0 14 Aug 2024
M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction Hui Luo Jiashuang Huang Hengrong Ju Tianyi Zhou Weiping Ding 30 0 0 08 Aug 2024
Balanced Multi-Relational Graph Clustering Zhixiang Shen Haolan He Zhao Kang 36 5 0 23 Jul 2024
ETSCL: An Evidence Theory-Based Supervised Contrastive Learning Framework for Multi-modal Glaucoma Grading Zhiyuan Yang Bo Zhang Yufei Shi Ningze Zhong Johnathan Loh Huihui Fang Yanwu Xu Si Yong Yeo 25 0 0 19 Jul 2024
Completed Feature Disentanglement Learning for Multimodal MRIs Analysis Tianling Liu Hongying Liu Fanhua Shang Lequan Yu Tong Han Liang Wan 37 1 0 06 Jul 2024
Multi-level Reliable Guidance for Unpaired Multi-view Clustering Like Xin Wanqi Yang Lei Wang Ming Yang 40 0 0 01 Jul 2024
Discovering Common Information in Multi-view Data Qi Zhang Mingfei Lu Shujian Yu Jingmin Xin Badong Chen 29 5 0 21 Jun 2024
LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data Grigor Bezirganyan Sana Sellami Laure Berti-Équille Sébastien Fournier 27 3 0 14 Jun 2024
Predictive Dynamic Fusion Bing Cao Yinan Xia Yi Ding Changqing Zhang Qinghua Hu 29 8 0 07 Jun 2024
Navigating Conflicting Views: Harnessing Trust for Learning Jueqing Lu Lan Du Wray L. Buntine M. Jung Joanna Dipnall Belinda Gabbe 38 0 0 03 Jun 2024
Hierarchical Classification Auxiliary Network for Time Series Forecasting Yanru Sun Zongxia Xie Dongyue Chen Emadeldeen Eldele Qinghua Hu AI4TS 53 3 0 29 May 2024
Confidence-aware multi-modality learning for eye disease screening K. Zou Tian Lin Zongbo Han Meng Wang Xuedong Yuan Haoyu Chen Changqing Zhang Xiaojing Shen Huazhu Fu 48 3 0 28 May 2024
Uncertainty-aware Semantic Mapping in Off-road Environments with Dempster-Shafer Theory of Evidence Junyoung Kim Junwon Seo 30 1 0 10 May 2024
MERIT: Multi-view evidential learning for reliable and interpretable liver fibrosis staging Yuanye Liu Zheyao Gao Nannan Shi Fuping Wu Yuxin Shi Qingchao Chen Xiahai Zhuang 25 0 0 05 May 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 31 7 0 26 Apr 2024
Trusted Multi-view Learning with Label Noise Cai Xu Yilin Zhang Ziyu Guan Wei Zhao NoLa EDL 47 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 29 10 0 15 Apr 2024
Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space Zhuyang Xie Yan Yang Jie Wang Xiaorong Liu Xiaofan Li 29 6 0 13 Apr 2024
Learning to Rebalance Multi-Modal Optimization by Adaptively Masking Subnetworks Yang Yang Hongpeng Pan Qingjun Jiang Yi Tian Xu Jinghui Tang 27 4 0 12 Apr 2024
EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation Yuanpeng He EDL 36 1 0 09 Apr 2024
Evidential Semantic Mapping in Off-road Environments with Uncertainty-aware Bayesian Kernel Inference Junyoung Kim Junwon Seo Jihong Min UQCV 35 5 0 21 Mar 2024
Task-Customized Mixture of Adapters for General Image Fusion Pengfei Zhu Yang Sun Bing Cao Qinghua Hu MoMe 35 21 0 19 Mar 2024
Reliable Conflictive Multi-View Learning Cai Xu Jiajun Si Ziyu Guan Wei Zhao Yue Wu Xiyue Gao 38 51 0 24 Feb 2024
Uncertainty-driven and Adversarial Calibration Learning for Epicardial Adipose Tissue Segmentation Kai Zhao Zhiming Liu Jiaqi Liu Jingbiao Zhou Bihong Liao Huifang Tang Qiuyu Wang Chunquan Li UQCV 39 0 0 22 Feb 2024
Bootstrapping Audio-Visual Segmentation by Strengthening Audio Cues Tianxiang Chen Zhentao Tan Tao Gong Qi Chu Yue-bo Wu Bin Liu Le Lu Jieping Ye Nenghai Yu VOS 37 3 0 04 Feb 2024
Consistency Enhancement-Based Deep Multiview Clustering via Contrastive Learning Hao Yang Hua Mao Wai Lok Woo Jie Chen Xi Peng 18 0 0 23 Jan 2024