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CASIA OpenIR
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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
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2371Kb)  |  收藏  |  浏览/下载：49/16  |  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  
HiCMAE: Hierarchical Contrastive Masked Autoencoder for self-supervised Audio-Visual Emotion Recognition 期刊论文
Information Fusion, 2024, 卷号: 108, 页码: 1-20
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2281Kb)  |  收藏  |  浏览/下载：42/9  |  提交时间：2024/05/31
Audio-Visual Emotion Recognition  Self-supervised learning  Masked autoencoder  Contrastive learning  
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：169/5  |  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  
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 3, 页码: 2415-2429
作者:  Lian, Zheng;  Liu, Bin;  Tao, Jianhua
Adobe PDF(2103Kb)  |  收藏  |  浏览/下载：146/8  |  提交时间：2023/11/15
Emotion recognition  Feature extraction  Training  Acoustics  Semisupervised learning  Benchmark testing  Hidden Markov models  Semi-supervised multi-modal interaction network (SMIN)  conversational emotion recognition  semi-supervised learning  intra-modal interaction  cross-modal interaction  
PIRNet: Personality-Enhanced Iterative Refinement Network for Emotion Recognition in Conversation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 12
作者:  Lian, Zheng;  Liu, Bin;  Tao, Jianhua
Adobe PDF(2013Kb)  |  收藏  |  浏览/下载：412/7  |  提交时间：2022/09/19
Emotion recognition  Iterative methods  Context modeling  Psychology  Oral communication  Logic gates  Learning systems  Contextual information  emotion recognition in conversation (ERC)  iterative method  Personality-enhanced Iterative Refinement Network (PIRNet)  personality influence  
DECN: Dialogical Emotion Correction Network for Conversational Emotion Recognition 期刊论文
Neurocomputing, 2021, 期号: 0, 页码: 0
作者:  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2238Kb)  |  收藏  |  浏览/下载：175/34  |  提交时间：2021/06/16
Emotion recognition in conversations (ERC)  Context-sensitive modeling  Dialogical Emotion Correction Network (DECN)  Interaction modeling  
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
作者:  Lian, Zheng;  Liu, Bin;  Tao, Jianhua
Adobe PDF(2230Kb)  |  收藏  |  浏览/下载：391/62  |  提交时间：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  
User behavior fusion in dialog management with multi-modal history cues 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2015, 卷号: 74, 期号: 22, 页码: 10025-10051
作者:  Yang, Minghao;  Tao, Jianhua;  Chao, Linlin;  Li, Hao;  Zhang, Dawei;  Che, Hao;  Gao, Tingli;  Liu, Bin
Adobe PDF(1839Kb)  |  收藏  |  浏览/下载：109/4  |  提交时间：2020/10/27
Dialog Management (Dm)  Multi-modal Data Fusion  Human Computer Interaction (Hci)  Emotion Detection  
Emotional head motion predicting from prosodic and linguistic features 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2016, 卷号: 75, 期号: 9, 页码: 5125-5146
作者:  Yang, Minghao;  Jiang, Jinlin;  Tao, Jianhua;  Mu, Kaihui;  Li, Hao
Adobe PDF(804Kb)  |  收藏  |  浏览/下载：76/2  |  提交时间：2020/10/27
Visual Prosody  Head Gesture  Prosody Clustering  
Affective computing: A review 期刊论文
AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION, PROCEEDINGS, 2005, 卷号: 3784, 期号: 0, 页码: 981-995
作者:  Tao, JH;  Tan, TN;  Tao, J;  Picard, RW
浏览  |  Adobe PDF(214Kb)  |  收藏  |  浏览/下载：820/486  |  提交时间：2015/11/06
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