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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：62/18  |  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：50/11  |  提交时间：2024/05/31
Audio-Visual Emotion Recognition  Self-supervised learning  Masked autoencoder  Contrastive learning  
VLP2MSA: Expanding vision-language pre-training to multimodal sentiment analysis 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 9
作者:  Yi, Guofeng;  Fan, Cunhang;  Zhu, Kang;  Lv, Zhao;  Liang, Shan;  Wen, Zhengqi;  Pei, Guanxiong;  Li, Taihao;  Tao, Jianhua
收藏  |  浏览/下载：108/0  |  提交时间：2024/02/22
Multimodal sentiment analysis  Vision-language  Multimodal fusion  
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：179/7  |  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  
Preoperative Prediction of Malignant Transformation of Sinonasal Inverted Papilloma Using MR Radiomics 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 10
作者:  Yan, Yang;  Liu, Yujia;  Tao, Jianhua;  Li, Zheng;  Qu, Xiaoxia;  Guo, Jian;  Xian, Junfang
收藏  |  浏览/下载：244/0  |  提交时间：2022/06/10
inverted papilloma (IP)  squamous cell carcinoma  sinonasal cancer  radiomics  magnetic resonance imaging  
Speech Emotion Recognition via Contrastive Loss under Siamese Networks 会议论文
, Seoul, Republic of Korea, 22-26 October, 2018
作者:  Zheng Lian;  Ya Li;  Jianhua Tao;  Jian Huang
Adobe PDF(10778Kb)  |  收藏  |  浏览/下载：128/29  |  提交时间：2021/06/16
Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition 会议论文
, Shanghai, China, 25-29 October, 2020
作者:  Zheng Lian;  Jianhua Tao;  Bin Liu;  Jian Huang;  Zhanlei Yang;  Rongjun Li
Adobe PDF(348Kb)  |  收藏  |  浏览/下载：196/58  |  提交时间：2021/06/16
Long Short Term Memory Recurrent Neural Network based Multimodal Dimensional Emotion Recognition 会议论文
Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, Brisbane, Australia, 2015-11
作者:  Linlin Chao;  Jianhua Tao;  Minghao Yang;  Ya Li;  Zhengqi Wen
Adobe PDF(387Kb)  |  收藏  |  浏览/下载：38/2  |  提交时间：2020/10/27
Multimodal  
Long Short Term Memory Recurrent Neural Network based Encoding Method for Emotion Recognition in Video 会议论文
ICASSP2016, Shanghai, China, 2016-3
作者:  Linlin Chao;  Jianhua Tao;  Minghao Yang;  Ya Li;  Zhengqi Wen
收藏  |  浏览/下载：74/0  |  提交时间：2020/10/27
Emotion Recognition  
Distilling Knowledge from an Ensemble of Models for Punctuation Prediction 会议论文
, Stockholm, Sweden, August 20–24, 2017
作者:  Yi, Jiangyan;  Tao, Jianhua;  Wen, Zhengqi;  Li, Ya
收藏  |  浏览/下载：67/0  |  提交时间：2020/10/27
Transfer Learning  Knowledge Distillation  Ensemble  Neural Network  Punctuation Prediction