MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject
and Cross-session EEG Emotion Recognition

MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition

16 July 2021

Papers citing "MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition"

13 / 13 papers shown

Title
FACE: Few-shot Adapter with Cross-view Fusion for Cross-subject EEG Emotion Recognition Haiqi Liu Chao Chen T. Zhang CVBM 50 1 0 24 Mar 2025
M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition Ting Luo Jing Zhang Yingwei Qiu Li Zhang Yaohua Hu Zhuliang Yu Zhen Liang 79 1 0 28 Jan 2025
LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition Huan Liu Shusen Yang Yuzhe Zhang Mengze Wang Fanyu Gong ... Guanjian Liu Dalin Zhang Yong-Jin Liu Bao-Liang Lu Dalin Zhang 23 0 0 13 Oct 2024
Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation Yun Xiao Yimeng Zhang Xiaopeng Peng Shuzheng Han Xia Zheng Dingyi Fang Xiaojiang Chen 31 3 0 04 Aug 2024
A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification Jie Jiao Meiyan Xu Qingqing Chen Hefang Zhou Wangliang Zhou 27 0 0 21 Sep 2023
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition Weishan Ye Zhiguo Zhang Min Zhang Fei Teng Li Zhang Linling Li G. Huang Jianhong Wang Dong Ni Zhen Liang 19 6 0 13 Aug 2023
Temporal Aware Mixed Attention-based Convolution and Transformer Network (MACTN) for EEG Emotion Recognition Xiaopeng Si Dong Huang Yulin Sun Dong Ming 18 5 0 18 May 2023
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition Rushuang Zhou Weishan Ye Zhiguo Zhang Yanyang Luo Li Zhang Linling Li G. Huang Yining Dong Yuan Zhang Zhen Liang 23 9 0 27 Mar 2023
Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey G. Sarafraz Armin Behnamnia Mehran Hosseinzadeh Ali Balapour Amin Meghrazi Hamid R. Rabiee OOD AI4CE 25 7 0 04 Dec 2022
On The Effects Of Data Normalisation For Domain Adaptation On EEG Data Andrea Apicella Francesco Isgrò A. Pollastro R. Prevete OOD 14 38 0 03 Oct 2022
Weight-based Channel-model Matrix Framework provides a reasonable solution for EEG-based cross-dataset emotion recognition Huayu Chen Huanhuan He Jing Zhu Shuting Sun Jianxiu Li Xuexiao Shao Junxiang Li Xiaowei Li Bin Hu CVBM 24 0 0 13 Sep 2022
Benchmarking Domain Generalization on EEG-based Emotion Recognition Yan Li Hao Chen Jake Zhao Haolan Zhang Jinpeng Li OOD 13 5 0 18 Apr 2022
Domain-Invariant Representation Learning from EEG with Private Encoders David Bethge Philipp Hallgarten T. Große-Puppendahl Mohamed Kari Ralf Mikut Albrecht Schmidt Ozan Özdenizci OOD 14 26 0 27 Jan 2022