CASIA OpenIR

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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:134/0  |  Submit date:2023/11/17
Deep learning  zero-shot  scene graph  
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:68/0  |  Submit date:2023/11/17
Knowledge reasoning  multi-modal commonsense inference  graph neural network  
跨模态多视角自监督的个性化食谱推荐异构图网络 期刊论文
计算机辅助设计与图形学学报, 2023, 卷号: 35, 期号: 3, 页码: 413-422
Authors:  宋亚光;  杨小汕;  徐常胜
Adobe PDF(854Kb)  |  Favorite  |  View/Download:184/72  |  Submit date:2023/06/26
食物推荐  异构图  自监督学习  多视角  跨模态  
Relative Alignment Network for Source-Free Multimodal Video Domain Adaptation 会议论文
MM '22: Proceedings of the 30th ACM International Conference on Multimedia, Lisboa, Portugal, 2022.10.10—2022.10.14
Authors:  Huang Yi;  Yang Xiaoshan;  Zhang Ji;  Xu Changsheng
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Multimodal Global Relation Knowledge Distillation for Egocentric Action Anticipation 会议论文
MM '21: Proceedings of the 29th ACM International Conference on Multimedia, Chengdu, China, 2021.10.20—2021.10.24
Authors:  Huang Yi;  Yang Xiaoshan;  Xu Changsheng
Adobe PDF(1162Kb)  |  Favorite  |  View/Download:162/65  |  Submit date:2023/06/21
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, 2023, 卷号: 19, 期号: 1s, 页码: 1-23
Authors:  Song, Yaguang;  Yang, Xiaoshan;  Xu, Changsheng
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Food recommendation  recipe calories  heterogeneous graph  selfsupervised learning  
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
Authors:  Song, Yaguang;  Yang, Xiaoshan;  Wang, Yaowei;  Xu, Changsheng
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Multi-modal Foundation Model  Out-of-Distribution Generalization  Visual Question Answering  Knowledge Distillation  
Find objects and focus on highlights: Mining object semantics for video highlight detection via graph neural networks 会议论文
, Palo Alto, California USA, 2020-02-07
Authors:  Zhang, Yingying;  Gao, Junyu;  Yang, Xiaoshan;  Liu, Chang;  Li, Yan;  Xu, Changsheng
Favorite  |  View/Download:70/0  |  Submit date:2023/04/25
Learning Hierarchical Video Graph Networks for One-Stop Video Delivery 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, 2022, 卷号: 18, 期号: 1, 页码: 1-23
Authors:  Song, Yaguang;  Gao, Junyu;  Yang, Xiaoshan;  Xu, Changsheng
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Cross modal  video retrieval  deep learning  graph neural networks  
Many Hands Make Light Work: Transferring Knowledge from Auxiliary Tasks for Video-Text Retrieval 期刊论文
IEEE Transactions on Multimedia, 2022, 页码: 1-15
Authors:  Wang, Wei;  Gao, Junyu;  Yang, Xiaoshan;  Xu, Changsheng
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