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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, 页码: 1-17
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2371Kb)  |  收藏  |  浏览/下载：11/3  |  提交时间：2024/05/31
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：8/2  |  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：7/2  |  提交时间：2024/05/31
HiCMAE: Hierarchical Contrastive Masked Autoencoder for self-supervised Audio-Visual Emotion Recognition 期刊论文
Information Fusion, 2024, 页码: 1-20
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2281Kb)  |  收藏  |  浏览/下载：13/3  |  提交时间：2024/05/31
GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition 期刊论文
Information Fusion, 2024, 页码: 1-12
作者:  Zheng Lian;  Licai Sun;  Haiyang Sun;  Kang Chen;  Zhuofan Wen;  Hao Gu;  Bin Liu;  Jianhua Tao
Adobe PDF(6888Kb)  |  收藏  |  浏览/下载：17/1  |  提交时间：2024/05/31
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：141/0  |  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：111/1  |  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：356/2  |  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  
Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT 期刊论文
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021, 期号: 29, 页码: 1897 - 1911
作者:  Ye Bai;  Jiangyan Yi;  Jianhua Tao;  Zhengkun Tian;  Zhengqi Wen;  Shuai Zhang
Adobe PDF(1163Kb)  |  收藏  |  浏览/下载：191/57  |  提交时间：2021/06/25
端到端语音识别、迁移学习、知识蒸馏、老师-学生学习、BERT、非自回归语音识别  
Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Atention Mechanism 会议论文
, Seattle, United States, 12-16 October, 2020
作者:  Licai Sun;  Zheng Lian;  Jianhua Tao;  Bin Liu;  Mingyue Niu
Adobe PDF(1041Kb)  |  收藏  |  浏览/下载：174/54  |  提交时间：2021/06/16