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CASIA OpenIR

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GraphFlow+: Exploiting Conversation Flow in Conversational Machine Comprehension with Graph Neural Networks 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 272-282
作者:  Jing Hu;  Lingfei Wu;  Yu Chen;  Po Hu;  Mohammed J. Zaki
Adobe PDF(1612Kb)  |  收藏  |  浏览/下载：7/3  |  提交时间：2024/04/23
Conversational machine comprehension (MC), reading comprehension, question answering, graph neural networks (GNNs), natural language processing (NLP)  
Visual Superordinate Abstraction for Robust Concept Learning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 79-91
作者:  Qi Zheng;  Chao-Yue Wang;  Dadong Wang;  a-Cheng Tao
Adobe PDF(2703Kb)  |  收藏  |  浏览/下载：5/1  |  提交时间：2024/04/23
Concept learning  visual question answering  weakly-supervised learning  multi-modal learning  curriculum learning  
VQAPT: A New visual question answering model for personality traits in social media images 期刊论文
PATTERN RECOGNITION LETTERS, 2023, 卷号: 175, 页码: 66-73
作者:  Biswas, Kunal;  Shivakumara, Palaiahnakote;  Pal, Umapada;  Liu, Cheng-Lin;  Lu, Yue
收藏  |  浏览/下载：36/0  |  提交时间：2024/02/22
Personality trait images  Multimodal concept  Text recognition  Social media images  Natural language processing  Visual question answering  
Multi-modal spatial relational attention networks for visual question answering 期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140, 页码: 13
作者:  Yao, Haibo;  Wang, Lipeng;  Cai, Chengtao;  Sun, Yuxin;  Zhang, Zhi;  Luo, Yongkang
收藏  |  浏览/下载：52/0  |  提交时间：2024/02/22
Visual question answering  Spatial relation  Attention mechanism  Pre -training strategy  
So Many Heads, So Many Wits: Multimodal Graph Reasoning for Text-Based Visual Question Answering 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 12
作者:  Zheng, Wenbo;  Yan, Lan;  Wang, Fei-Yue
收藏  |  浏览/下载：79/0  |  提交时间：2023/12/21
Graph attention  graph reasoning  multimodal graph  self-attention  text-based visual question answering  
Hierarchical Attention Networks for Fact-based Visual Question Answering 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 页码: 18
作者:  Yao, Haibo;  Luo, Yongkang;  Zhang, Zhi;  Yang, Jianhang;  Cai, Chengtao
收藏  |  浏览/下载：65/0  |  提交时间：2023/11/17
Fact-based Visual Question Answering  Hierarchical attention networks  Self-attention  Multiple attention interaction  Positional encoding  
Medical visual question answering with symmetric interaction attention and cross-modal gating 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 85, 页码: 10
作者:  Chen, Zhi;  Zou, Beiji;  Dai, Yulan;  Zhu, Chengzhang;  Kong, Guilan;  Zhang, Wensheng
收藏  |  浏览/下载：77/0  |  提交时间：2023/11/17
Medical visual question answering  Self-attention  Information interaction  Cross-modal gating  
Recovering Generalization via Pre-training-like Knowledge Distillation for Out-of-Distribution Visual Question Answering 期刊论文
IEEE Transactions on Multimedia, 2023, 页码: 1-15
作者:  Song, Yaguang;  Yang, Xiaoshan;  Wang, Yaowei;  Xu, Changsheng
Adobe PDF(2397Kb)  |  收藏  |  浏览/下载：165/44  |  提交时间：2023/06/12
Multi-modal Foundation Model  Out-of-Distribution Generalization  Visual Question Answering  Knowledge Distillation  
Question-Guided Erasing-Based Spatiotemporal Attention Learning for Video Question Answering 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 0
作者:  Liu, Fei;  Liu, Jing;  Hong, Richang;  Lu, Hanqing
Adobe PDF(3550Kb)  |  收藏  |  浏览/下载：311/75  |  提交时间：2022/01/27
video question answering  attention mechanism  metric learning  
Visual Question Answering With Dense Inter- and Intra-Modality Interactions 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3518-3529
作者:  Liu, Fei;  Liu, Jing;  Fang, Zhiwei;  Hong, Richang;  Lu, Hanqing
Adobe PDF(2891Kb)  |  收藏  |  浏览/下载：276/58  |  提交时间：2021/12/28
Visualization  Knowledge discovery  Connectors  Encoding  Task analysis  Image coding  Stacking  Visual question answering  attention  dense interactions