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资助机构:National Natural Science Foundation of China (NSFC)
专题:多模态人工智能系统全国重点实验室
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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)
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浏览/下载:67/17
  |  
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
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浏览/下载:117/0
  |  
提交时间:2024/02/22
Multimodal sentiment analysis
Vision-language
Multimodal fusion
Transformer-based stroke relation encoding for online handwriting and sketches
期刊论文
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 13
作者:
Liu, Jing-Yu
;
Zhang, Yan-Ming
;
Yin, Fei
;
Liu, Cheng-Lin
Adobe PDF(1999Kb)
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浏览/下载:117/13
  |  
提交时间:2024/02/22
Online stroke classification
Handwritten document analysis
Diagram recognition
Sketch semantic segmentation
Position encoding in transformer
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)
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浏览/下载:200/13
  |  
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
DyGAT: Dynamic stroke classification of online handwritten documents and sketches
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 141, 页码: 12
作者:
Yang, Yu-Ting
;
Zhang, Yan-Ming
;
Yun, Xiao-Long
;
Yin, Fei
;
Liu, Cheng-Lin
Adobe PDF(3180Kb)
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浏览/下载:167/4
  |  
提交时间:2023/11/17
Stroke classification
Sketch semantic segmentation
Document layout analysis
Diagram recognition
Streaming recognition
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)
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浏览/下载:170/13
  |  
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
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing
期刊论文
PATTERN RECOGNITION, 2022, 卷号: 132, 页码: 14
作者:
Li, Xiao-Hui
;
Yin, Fei
;
Dai, He-Sen
;
Liu, Cheng-Lin
Adobe PDF(4030Kb)
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收藏
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浏览/下载:307/14
  |  
提交时间:2022/11/14
Table detection
Table structure recognition
Template -free form parsing
Graph neural network
End -to -end training
Mixed-Supervised Scene Text Detection With Expectation-Maximization Algorithm
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 5513-5528
作者:
Zhao, Mengbiao
;
Feng, Wei
;
Yin, Fei
;
Zhang, Xu-Yao
;
Liu, Cheng-Lin
Adobe PDF(5999Kb)
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浏览/下载:497/45
  |  
提交时间:2022/09/19
Costs
Annotations
Training
Labeling
Detectors
Data models
Benchmark testing
Mixed-supervised learning
scene text detection
weak supervision forms
expectation-maximization algorithm
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)
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浏览/下载:457/14
  |  
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
Adaptable Global Network for Whole-Brain Segmentation with Symmetry Consistency Loss
期刊论文
COGNITIVE COMPUTATION, 2022, 页码: 14
作者:
Zhao, Yuan-Xing
;
Zhang, Yan-Ming
;
Song, Ming
;
Liu, Cheng-Lin
Adobe PDF(2496Kb)
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收藏
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浏览/下载:337/93
  |  
提交时间:2022/07/25
Whole-brain segmentation
Adaptable global network
Semi-supervised learning
Symmetry consistency loss