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基于语境辅助转换器的图像标题生成算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 9, 页码: 1889-1903
作者:  连政;  王瑞;  李海昌;  姚辉;  胡晓惠
Adobe PDF(3362Kb)  |  收藏  |  浏览/下载：13/5  |  提交时间：2024/04/24
图像标题生成  注意力机制  转换器  视觉连贯性  
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
收藏  |  浏览/下载：129/0  |  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
收藏  |  浏览/下载：97/0  |  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
收藏  |  浏览/下载：328/0  |  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：151/29  |  提交时间：2021/06/16
Emotion recognition in conversations (ERC)  Context-sensitive modeling  Dialogical Emotion Correction Network (DECN)  Interaction modeling  
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection 期刊论文
IEEE Transactions on Affective Computing, 2020, 期号: 0, 页码: 0
作者:  Mingyue Niu;  Jianhua Tao;  Bin Liu;  Jian Huang;  Zheng Lian
Adobe PDF(2831Kb)  |  收藏  |  浏览/下载：186/50  |  提交时间：2021/06/01
Multimodal depression detection  Spatio-Temporal Attention  Audio/Video Segment-Level Feature  Eigen Evolution Pooling  Audio/Video Level Feature  Multimodal Attention Feature Fusion  
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：351/58  |  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  
Expression Analysis Based on Face Regions in Real-world Conditions 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 96-107
作者:  Zheng Lian;  Ya Li;  Jian-Hua Tao;  Jian Huang;  Ming-Yue Niu
浏览  |  Adobe PDF(1364Kb)  |  收藏  |  浏览/下载：219/42  |  提交时间：2021/02/22
Facial emotion analysis  face areas  class activation map  confusion matrix  concerned area.  
Semi-supervised Ladder Networks for Speech Emotion Recognition 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 4, 页码: 437-448
作者:  Tao, Jianhua;  Huang, Jian;  Li, Ya;  Lian, Zheng;  Niu, Mingyue
浏览  |  Adobe PDF(1025Kb)  |  收藏  |  浏览/下载：271/60  |  提交时间：2020/06/20
Speech emotion recognition  the ladder network  semi-supervised learning  autoencoder  regularization  
Air Quality Measurement Based on Double-Channel Convolutional Neural Network Ensemble Learning 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 145067-145081
作者:  Wang, Zhenyu;  Zheng, Wei;  Song, Chunfeng;  Zhang, Zhaoxiang;  Lian, Jie;  Yue, Shaolong;  Ji, Senrong
收藏  |  浏览/下载：244/0  |  提交时间：2020/03/30
AQI measurement  deep learning  CNN  image recognition.