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CASIA OpenIR
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GCC-Speaker: Target Speaker Localization with Optimal Speaker-Dependent Weighting in Multi-Speaker Scenarios 会议论文
, 希腊罗得岛, 2023年6月
作者:  Li GJ(李冠君);  Liu WJ(刘文举);  Yi JY(易江燕);  Tao JH(陶建华)
Adobe PDF(3463Kb)  |  收藏  |  浏览/下载：26/8  |  提交时间：2024/06/06
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition 会议论文
, Dublin, Ireland, 20-24 August 2023
作者:  Haiyang Sun;  Zheng Lian;  Bin Liu;  Ying Li;  Licai Sun;  Cong Cai;  Jianhua Tao;  Meng Wang;  Yuan Cheng
Adobe PDF(826Kb)  |  收藏  |  浏览/下载：30/8  |  提交时间：2024/05/31
Efficient multimodal transformer with dual-level feature restoration for robust multimodal sentiment analysis 期刊论文
IEEE Transactions on Affective Computing, 2023, 卷号: 15, 期号: 1, 页码: 1-17
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2371Kb)  |  收藏  |  浏览/下载：44/14  |  提交时间：2024/05/31
Transformers  Robustness  Semantics  Data models  Computational modeling  Videos  Training  Multimodal sentiment analysis  unaligned and incomplete data  efficient multimodal Transformer  dual-level feature restoration  robustness  
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition 会议论文
, Ottawa, ON, Canada, October 29-November 3, 2023
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(1960Kb)  |  收藏  |  浏览/下载：28/8  |  提交时间：2024/05/31
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning 会议论文
, Ottawa, ON, Canada, October 29-November 3, 2023
作者:  Zheng Lian;  Haiyang Sun;  Licai Sun;  Kang Chen;  Mingyu Xu;  Kexin Wang;  Ke Xu;  Yu He;  Ying Li;  Jinming Zhao;  Ye Liu;  Bin Liu;  Jiangyan Yi;  Meng Wang;  Erik Cambria;  Guoying Zhao;  Björn W. Schuller;  Jianhua Tao
Adobe PDF(993Kb)  |  收藏  |  浏览/下载：33/9  |  提交时间：2024/05/31
Hierarchical graph attention network for temporal knowledge graph reasoning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 550, 页码: 126390
作者:  Shao, Pengpeng;  He, Jiayi;  Li, Guanjun;  Zhang, Dawei;  Tao, Jianhua
Adobe PDF(589Kb)  |  收藏  |  浏览/下载：164/10  |  提交时间：2023/11/17
Temporal knowledge graphs  Graph attention network  Reasoning  
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8419-8432
作者:  Lian, Zheng;  Chen, Lan;  Sun, Licai;  Liu, Bin;  Tao, Jianhua
Adobe PDF(3959Kb)  |  收藏  |  浏览/下载：168/5  |  提交时间：2023/11/17
Oral communication  Correlation  Data models  Task analysis  Feature extraction  Tensors  Benchmark testing  Conversational data  graph complete network (GCNet)  incomplete multimodal learning  speaker-sensitive modeling  temporal-sensitive modeling  
Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 3, 页码: 1954-1965
作者:  Niu, Mingyue;  Zhao, Ziping;  Tao, Jianhua;  Li, Ya;  Schuller, Bjorn
收藏  |  浏览/下载：127/0  |  提交时间：2023/11/15
Depression  Feature extraction  Tensors  Databases  Spatiotemporal phenomena  Convolutional neural networks  Physiology  DAER network  depression level prediction  dual attention block  element recalibration block  facial differences