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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
Authors:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2371Kb)  |  Favorite  |  View/Download:60/18  |  Submit date: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  
Transformer: A General Framework from Machine Translation to Others 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 514-538
Authors:  Yang Zhao;  Jiajun Zhang;  Chengqing Zong
Adobe PDF(1415Kb)  |  Favorite  |  View/Download:49/14  |  Submit date:2024/04/23
Neural machine translation, Transformer, document neural machine translation (NMT), multimodal NMT, low-resource NMT  
Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 4, 页码: 2595-2613
Authors:  Zheng, Wenbo;  Yan, Lan;  Wang, Fei-Yue
Favorite  |  View/Download:50/0  |  Submit date:2024/03/27
Multimodal depression detection  multimodal emotion recognition  transformer  knowledge embedding  joint learning  
Efficient Token-Guided Image-Text Retrieval With Consistent Multimodal Contrastive Training 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 3622-3633
Authors:  Liu, Chong;  Zhang, Yuqi;  Wang, Hongsong;  Chen, Weihua;  Wang, Fan;  Huang, Yan;  Shen, Yi-Dong;  Wang, Liang
Favorite  |  View/Download:142/0  |  Submit date:2023/11/17
Index Terms-Image-text retrieval  multimodal transformer  multimodal contrastive training  
Multimodal channel-wise attention transformer inspired by mechanisms of the brain 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 130, 页码: 14
Authors:  Shi, Qianqian;  Fan, Junsong;  Wang, Zuoren;  Zhang, Zhaoxiang
Favorite  |  View/Download:149/0  |  Submit date:2023/03/20
Multisensory integration  Top-down attention  Multimodal transformer  Fine-grained bird recognition  Emotion recognition  
Multimodal channel-wise attention transformer inspired by multisensory integration mechanisms of the brain 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 130, 页码: 14
Authors:  Shi, Qianqian;  Fan, Junsong;  Wang, Zuoren;  Zhang, Zhaoxiang
Favorite  |  View/Download:261/0  |  Submit date:2022/09/19
Multisensory integration  Top-down attention  Multimodal transformer  Fine-grained bird recognition  Emotion recognition  
CTNet: Conversational Transformer Network for Emotion Recognition 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 期号: 29, 页码: 985-1000
Authors:  Lian, Zheng;  Liu, Bin;  Tao, Jianhua
Adobe PDF(2230Kb)  |  Favorite  |  View/Download:398/63  |  Submit date:2021/05/06
Emotion recognition  Context modeling  Feature extraction  Fuses  Speech processing  Data models  Bidirectional control  Context-sensitive modeling  conversational transformer network (CTNet)  conversational emotion recognition  multimodal fusion  speaker-sensitive modeling