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Tri-relational multi-faceted graph neural networks for automatic question tagging 期刊论文
Neurocomputing, 2024, 卷号: 576, 页码: 127250
Authors:  Nuojia Xu;  Jun Hu;  Quan Fang;  Dizhan Xue;  Yongxi Li;  Shengsheng Qian
Adobe PDF(2105Kb)  |  Favorite  |  View/Download:46/20  |  Submit date:2024/06/04
Graph Neural Networks  Community Question Answering  Question Tagging  
Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15949-15963
Authors:  Gao, Junyu;  Chen, Mengyuan;  Xu, Changsheng
Favorite  |  View/Download:61/0  |  Submit date:2024/03/26
Uncertainty  Location awareness  Reliability  Videos  Noise measurement  Estimation  Deep learning  Weakly-supervised learning  temporal action localization  evidential deep learning  uncertainty estimation  
Uncertainty-Aware Dual-Evidential Learning for Weakly-Supervised Temporal Action Localization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15896-15911
Authors:  Chen, Mengyuan;  Gao, Junyu;  Xu, Changsheng
Favorite  |  View/Download:57/0  |  Submit date:2024/03/26
Uncertainty  Background noise  Task analysis  Location awareness  Measurement uncertainty  Interference  Predictive models  Weakly-supervised temporal action localization  evidential deep learning  uncertainty estimation  
Incremental Audio-Visual Fusion for Person Recognition in Earthquake Scene 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 2, 页码: 19
Authors:  You, Sisi;  Zuo, Yukun;  Yao, Hantao;  Xu, Changsheng
Favorite  |  View/Download:99/0  |  Submit date:2023/12/21
Cross-modal audio-visual fusion  incremental learning  person recognition  elastic weight consolidation  feature replay  
Reducing Vision-Answer Biases for Multiple-Choice VQA 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 4621-4634
Authors:  Zhang, Xi;  Zhang, Feifei;  Xu, Changsheng
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Multiple-choice VQA  vision-answer bias  causal intervention  counterfactual interaction learning  
Zero-Shot Predicate Prediction for Scene Graph Parsing 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 3140-3153
Authors:  Li, Yiming;  Yang, Xiaoshan;  Huang, Xuhui;  Ma, Zhe;  Xu, Changsheng
Favorite  |  View/Download:169/0  |  Submit date:2023/11/17
Deep learning  zero-shot  scene graph  
Contrastive Multi-Modal Knowledge Graph Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 9, 页码: 8983-8996
Authors:  Fang, Quan;  Zhang, Xiaowei;  Hu, Jun;  Wu, Xian;  Xu, Changsheng
Favorite  |  View/Download:106/0  |  Submit date:2023/11/17
Knowledge graph  multimedia  graph neural network  contrastive learning  
Multi-Source Knowledge Reasoning Graph Network for Multi-Modal Commonsense Inference 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2023, 卷号: 19, 期号: 4, 页码: 17
Authors:  Ma, Xuan;  Yang, Xiaoshan;  Xu, Changsheng
Favorite  |  View/Download:107/0  |  Submit date:2023/11/17
Knowledge reasoning  multi-modal commonsense inference  graph neural network  
Debiased Video-Text Retrieval via Soft Positive Sample Calibration 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 9, 页码: 5257-5270
Authors:  Zhang, Huaiwen;  Yang, Yang;  Qi, Fan;  Qian, Shengsheng;  Xu, Changsheng
Favorite  |  View/Download:100/0  |  Submit date:2023/11/16
debias  soft positive samples  
Semantic and Temporal Contextual Correlation Learning for Weakly-Supervised Temporal Action Localization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 12427-12443
Authors:  Fu, Jie;  Gao, Junyu;  Xu, Changsheng
Favorite  |  View/Download:117/0  |  Submit date:2023/11/16
Weakly-supervised  video  action localization  semantic  temporal context  correlation learning