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A novel transformer autoencoder for multi-modal emotion recognition with incomplete data
期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
作者:
Cheng, Cheng
;
Liu, Wenzhe
;
Fan, Zhaoxin
;
Feng, Lin
;
Jia, Ziyu
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浏览/下载:0/0
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提交时间:2024/03/27
Multi-modal signals
Emotion recognition
Incomplete data
Transformer autoencoder
Convolutional encoder
Embracing grief in the age of deathbots: a temporary tool, not a permanent solution
期刊论文
ETHICS AND INFORMATION TECHNOLOGY, 2024, 卷号: 26, 期号: 1, 页码: 10
作者:
Bao, Aorigele
;
Zeng, Yi
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浏览/下载:0/0
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提交时间:2024/03/26
Deathbots
Lamentation
Robotic Ethics
Bereavement
Missing data imputation and classification of small sample missing time series data based on gradient penalized adversarial multi-task learning
期刊论文
APPLIED INTELLIGENCE, 2024, 页码: 23
作者:
Liu, Jing-Jing
;
Yao, Jie-Peng
;
Liu, Jin-Hang
;
Wang, Zhong-Yi
;
Huang, Lan
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浏览/下载:0/0
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提交时间:2024/03/27
Missing time series data
Small samples
Imputation
Classification
Gradient penalized adversarial Multitasking
ICaps-ResLSTM: Improved capsule network and residual LSTM for EEG emotion recognition
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 卷号: 87, 页码: 9
作者:
Fan, Cunhang
;
Xie, Heng
;
Tao, Jianhua
;
Li, Yongwei
;
Pei, Guanxiong
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  |  
浏览/下载:12/0
  |  
提交时间:2023/11/15
Electroencephalogram
Emotion recognition
Capsule network
Residual Long-Short Term Memory
Enhancing Dimensional Emotion Recognition from Speech through Modulation-Filtered Cochleagram and Parallel Attention Recurrent Network
期刊论文
ELECTRONICS, 2023, 卷号: 12, 期号: 22, 页码: 15
作者:
Peng, Zhichao
;
Zeng, Hua
;
Li, Yongwei
;
Du, Yegang
;
Dang, Jianwu
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浏览/下载:3/0
  |  
提交时间:2024/02/22
modulation-filtered cochleagram
parallel attention recurrent neural network
dimensional emotion recognition
auditory signal processing
noise-robust
Mitigating emotional risks in human-social robot interactions through virtual interactive environment indication
期刊论文
HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS, 2023, 卷号: 10, 期号: 1, 页码: 9
作者:
Bao, Aorigele
;
Zeng, Yi
;
Lu, Enmeng
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浏览/下载:3/0
  |  
提交时间:2023/12/21
Childhood trauma is linked to abnormal static-dynamic brain topology in adolescents with major depressive disorder
期刊论文
INTERNATIONAL JOURNAL OF CLINICAL AND HEALTH PSYCHOLOGY, 2023, 卷号: 23, 期号: 4, 页码: 9
作者:
Li, Xuemei
;
Huang, Yang
;
Liu, Mengqi
;
Zhang, Manqi
;
Liu, Yang
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浏览/下载:14/0
  |  
提交时间:2023/11/17
Childhood trauma
Major depressive disorder
Adolescent
Functional neuroimaging
Brain network
Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition
期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 4, 页码: 2595-2613
作者:
Zheng, Wenbo
;
Yan, Lan
;
Wang, Fei-Yue
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浏览/下载:0/0
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提交时间:2024/03/27
Multimodal depression detection
multimodal emotion recognition
transformer
knowledge embedding
joint learning
Improved Video Emotion Recognition with Alignment of CNN and Human Brain Representations
期刊论文
IEEE Transactions on Affective Computing, 2023, 页码: 1-15
作者:
Fu, Kaicheng
;
Du, Changde
;
Wang, Shengpei
;
He, Huiguang
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  |  
浏览/下载:0/0
  |  
提交时间:2024/05/28
CNN-brain Alignment
Brain-guided Deep Learning
Video Emotion Recognition
Representation Similarity Analysis
Topographic representation of visually evoked emotional experiences in the human cerebral cortex
期刊论文
iScience, 2023, 卷号: 26, 期号: 9, 页码: 1-18
作者:
Du, Changde
;
Fu, Kaicheng
;
Wen, Bincheng
;
He, Huiguang
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/26
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