Trusted Multi-View Classification with Dynamic Evidential Fusion

25 April 2022

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

33 / 83 papers shown

Title
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification Jiaqing Zhang Jie Lei Weiying Xie Geng Yang Daixun Li Yunsong Li 26 12 0 06 Jan 2024
METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection Jiaqi Zhu Shaofeng Cai Fang Deng Bengchin Ooi Wenqiao Zhang 6 5 0 28 Dec 2023
RedCore: Relative Advantage Aware Cross-modal Representation Learning for Missing Modalities with Imbalanced Missing Rates Junyang Sun Xinxin Zhang Shoukang Han Yunjie Ruan Taihao Li 25 4 0 16 Dec 2023
Adaptive Confidence Multi-View Hashing for Multimedia Retrieval Jian Zhu Yu Cui Zhangmin Huang Xingyu Li Lei Liu Lingfang Zeng Linzhi Dai 17 5 0 12 Dec 2023
Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception Lei Fan Mingfu Liang Yunxuan Li Gang Hua Ying Wu 6 5 0 23 Nov 2023
EviPrompt: A Training-Free Evidential Prompt Generation Method for Segment Anything Model in Medical Images Yinsong Xu Jiaqi Tang Aidong Men Qingchao Chen VLM MedIm 26 6 0 10 Nov 2023
Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling Hao Wang Zhi-Qi Cheng Jingdong Sun Xin Yang Xiao-Jun Wu Hongyang Chen Yan Yang 30 5 0 28 Oct 2023
Affective Video Content Analysis: Decade Review and New Perspectives Junxiao Xue Jie Wang Xuecheng Wu Qian Zhang 20 0 0 26 Oct 2023
Boosting Multi-modal Model Performance with Adaptive Gradient Modulation Hong Li Xingyu Li Pengbo Hu Yinuo Lei Chunxiao Li Yi Zhou 39 20 0 15 Aug 2023
DAOT: Domain-Agnostically Aligned Optimal Transport for Domain-Adaptive Crowd Counting Huilin Zhu Jingling Yuan X. Zhong Zhengwei Yang Zheng Wang Shengfeng He OT 29 13 0 10 Aug 2023
Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness Shide Du Zihan Fang Shiyang Lan Yanchao Tan Manuel Günther Shiping Wang Wenzhong Guo 20 3 0 07 Aug 2023
Dynamic ensemble selection based on Deep Neural Network Uncertainty Estimation for Adversarial Robustness Ruoxi Qin Linyuan Wang Xuehui Du Xing-yuan Chen Binghai Yan AAML 26 0 0 01 Aug 2023
A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging Zheyao Gao Yuanye Liu Fuping Wu N. Shi Yuxin Shi Xiahai Zhuang EDL 17 11 0 21 Jun 2023
Multi-View Class Incremental Learning Depeng Li Tianqi Wang Junwei Chen Kenji Kawaguchi Cheng Lian Zhigang Zeng CLL 66 9 0 16 Jun 2023
Provable Dynamic Fusion for Low-Quality Multimodal Data Qingyang Zhang Haitao Wu Changqing Zhang Qinghua Hu H. Fu Joey Tianyi Zhou Xi Peng 37 55 0 03 Jun 2023
Trustworthy Multi-phase Liver Tumor Segmentation via Evidence-based Uncertainty Chuanfei Hu Tianyi Xia Yingwei Cui Quchen Zou Yuan-Cheng Wang Wenbo Xiao Shenghong Ju Xinde Li EDL 17 30 0 09 May 2023
Deep Multiview Clustering by Contrasting Cluster Assignments Jing Chen Hua Mao Wai Lok Woo Xi Peng 13 44 0 21 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 21 2 0 12 Apr 2023
Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification Mengyao Xie Zongbo Han Changqing Zhang Yichen Bai Qinghua Hu UQCV EDL 63 15 0 11 Apr 2023
Reweighted Mixup for Subpopulation Shift Zongbo Han Zhipeng Liang Fan Yang Liu Liu Lanqing Li ... P. Zhao Qinghua Hu Bing Wu Changqing Zhang Jianhua Yao 29 3 0 09 Apr 2023
A Review of Uncertainty Estimation and its Application in Medical Imaging K. Zou Zhihao Chen Xuedong Yuan Xiaojing Shen Meng Wang H. Fu UQCV 43 86 0 16 Feb 2023
Balanced Audiovisual Dataset for Imbalance Analysis Wenke Xia Xu Zhao Xincheng Pang Changqing Zhang Di Hu 31 1 0 14 Feb 2023
Reliable Federated Disentangling Network for Non-IID Domain Feature M. Wang Kai-An Yu Chun-Mei Feng Yiming Qian K. Zou Lianyu Wang Rick Siow Mong Goh Yong-Jin Liu H. Fu OOD 27 1 0 30 Jan 2023
Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty K. Zou Yidi Chen Ling Huang Xuedong Yuan Xiaojing Shen Meng Wang Rick Siow Mong Goh Yong-Jin Liu H. Fu UQCV 25 4 0 01 Jan 2023
Towards Trustworthy Multi-label Sewer Defect Classification via Evidential Deep Learning Chenyang Zhao Chuanfei Hu Hang Shao Zhe Wang Yongxiong Wang 14 11 0 25 Oct 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup Zongbo Han Zhipeng Liang Fan Yang Liu Liu Lanqing Li Yatao Bian P. Zhao Bing Wu Changqing Zhang Jianhua Yao 53 34 0 19 Sep 2022
Mitigating Both Covariate and Conditional Shift for Domain Generalization Jianxin Lin Yongqiang Tang Junping Wang Wensheng Zhang OOD 39 3 0 17 Sep 2022
TBraTS: Trusted Brain Tumor Segmentation Ke Zou Xuedong Yuan Xiaojing Shen Meng Wang H. Fu UQCV OOD 24 54 0 19 Jun 2022
Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration Xiao Wang Hongrui Liu Chuan Shi Cheng Yang UQCV 109 113 0 29 Sep 2021
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation Venice Erin Liong Thi Ngoc Tho Nguyen S. Widjaja Dhananjai Sharma Z. J. Chong 3DPC 137 110 0 09 Dec 2020
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 59 241 0 06 Sep 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015