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Improving Generalization of Deepfake Detectors by Imposing Gradient Regularization 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 期号: 2024, 页码: 5345-5356
作者:  Weinan Guan;  Wei Wang;  Jing Dong;  Bo Peng
Adobe PDF(1989Kb)  |  收藏  |  浏览/下载：26/6  |  提交时间：2024/06/21
Deepfake detection  forgery texture patterns  
Multimodal Connectivity-based Individual Parcellation and Analysis for Humans and Rhesus Monkeys 期刊论文
IEEE Transactions on Medical Imaging, 2024, 页码: early access
作者:  Yue Cui;  Chengyi Li;  Yuheng Lu;  Liang Ma;  Luqi Cheng;  Long Cao;  Shan Yu;  Tianzi Jiang
Adobe PDF(3504Kb)  |  收藏  |  浏览/下载：29/1  |  提交时间：2024/06/05
Brain atlas  diffusion tractography  individual parcellation  multimodal fusion  resting-state functional connectivity  rhesus monkey  
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
Adobe PDF(3907Kb)  |  收藏  |  浏览/下载：44/14  |  提交时间：2024/05/28
CNN-brain Alignment  Brain-guided Deep Learning  Video Emotion Recognition  Representation Similarity Analysis  
Pixel-Wise Grasp Detection via Twin Deconvolution and Multi-Dimensional Attention 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 卷号: 33, 期号: 8, 页码: 4002-4010
作者:  Ren, Guangli;  Geng, Wenjie;  Guan, Peiyu;  Cao, Zhiqiang;  Yu, Junzhi
Adobe PDF(4013Kb)  |  收藏  |  浏览/下载：23/8  |  提交时间：2024/05/28
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
收藏  |  浏览/下载：41/0  |  提交时间：2024/03/27
Multimodal depression detection  multimodal emotion recognition  transformer  knowledge embedding  joint learning  
\MetaEmotionNet: Spatial-Spectral-Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 13
作者:  Ning, Xiaojun;  Wang, Jing;  Lin, Youfang;  Cai, Xiyang;  Chen, Haobin;  Gou, Haijun;  Li, Xiaoli;  Jia, Ziyu
收藏  |  浏览/下载：36/0  |  提交时间：2024/03/26
Affective computing  attention mechanism  electroencephalogram (EEG)  emotion recognition  meta-learning  
Emotional brain network decoded by biological spiking neural network 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 17
作者:  Xu, Hubo;  Cao, Kexin;  Chen, Hongguang;  Abudusalamu, Awuti;  Wu, Wei;  Xue, Yanxue
收藏  |  浏览/下载：58/0  |  提交时间：2023/11/17
emotion  affective computing  brain network  neural oscillation  neuroregulation  self-backpropagation  spiking neural network  brain-computer interface  
Music Theory-Inspired Acoustic Representation for Speech Emotion Recognition 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 卷号: 31, 页码: 2534-2547
作者:  Li, Xingfeng;  Shi, Xiaohan;  Hu, Desheng;  Li, Yongwei;  Zhang, Qingchen;  Wang, Zhengxia;  Unoki, Masashi;  Akagi, Masato
收藏  |  浏览/下载：88/0  |  提交时间：2023/11/17
Affective computing  speech emotion recognition  acoustic representation  music theory and speech analysis  
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：165/5  |  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  
Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 2, 页码: 1391-1403
作者:  Zhao, Yuxuan;  Cao, Xinyan;  Lin, Jinlong;  Yu, Dunshan;  Cao, Xixin
收藏  |  浏览/下载：91/0  |  提交时间：2023/11/17
Physiology  Brain modeling  Feature extraction  Electroencephalography  Biological system modeling  Convolution  Reliability  Multimodal affective states recognition  convolutional neural network  decision fusion model  physiological signals