EEG-based Graph-guided Domain Adaptation for Robust Cross-Session Emotion Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Mirzaei, Maryam, Shayegh, Farzaneh, Narimani, Hamed |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DAMSDAN: Distribution-Aware Multi-Source Domain Adaptation Network for Cross-Domain EEG-based Emotion Recognition
by: Hu, Fo, et al.
Published: (2025)
by: Hu, Fo, et al.
Published: (2025)
Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition
by: Sartipi, Shadi, et al.
Published: (2024)
by: Sartipi, Shadi, et al.
Published: (2024)
Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation
by: Imtiaz, Md Niaz, et al.
Published: (2025)
by: Imtiaz, Md Niaz, et al.
Published: (2025)
Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation
by: Xiao, Yun, et al.
Published: (2024)
by: Xiao, Yun, et al.
Published: (2024)
M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition
by: Luo, Ting, et al.
Published: (2024)
by: Luo, Ting, et al.
Published: (2024)
EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition
by: Jin, Ming, et al.
Published: (2024)
by: Jin, Ming, et al.
Published: (2024)
Graph Neural Networks in EEG-based Emotion Recognition: A Survey
by: Liu, Chenyu, et al.
Published: (2024)
by: Liu, Chenyu, et al.
Published: (2024)
Learning Domain- and Class-Disentangled Prototypes for Domain-Generalized EEG Emotion Recognition
by: Li, Guangli, et al.
Published: (2025)
by: Li, Guangli, et al.
Published: (2025)
Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition
by: Feng, Tianzhi, et al.
Published: (2025)
by: Feng, Tianzhi, et al.
Published: (2025)
Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model
by: Sartipi, Shadi, et al.
Published: (2024)
by: Sartipi, Shadi, et al.
Published: (2024)
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition
by: Ding, Yi, et al.
Published: (2024)
by: Ding, Yi, et al.
Published: (2024)
Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition
by: Zhao, Yimin, et al.
Published: (2024)
by: Zhao, Yimin, et al.
Published: (2024)
Universal Robust Speech Adaptation for Cross-Domain Speech Recognition and Enhancement
by: Wang, Chien-Chun, et al.
Published: (2026)
by: Wang, Chien-Chun, et al.
Published: (2026)
SSAS: Cross-subject EEG-based Emotion Recognition through Source Selection with Adversarial Strategy
by: Liu, Yici, et al.
Published: (2025)
by: Liu, Yici, et al.
Published: (2025)
MSGM: A Multi-Scale Spatiotemporal Graph Mamba for EEG Emotion Recognition
by: Liu, Hanwen, et al.
Published: (2025)
by: Liu, Hanwen, et al.
Published: (2025)
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition
by: Ye, Weishan, et al.
Published: (2023)
by: Ye, Weishan, et al.
Published: (2023)
Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation
by: Lashkarashvili, Nineli, et al.
Published: (2024)
by: Lashkarashvili, Nineli, et al.
Published: (2024)
Boundary-aware Prototype-driven Adversarial Alignment for Cross-Corpus EEG Emotion Recognition
by: Li, Guangli, et al.
Published: (2026)
by: Li, Guangli, et al.
Published: (2026)
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition
by: Zhou, Rushuang, et al.
Published: (2023)
by: Zhou, Rushuang, et al.
Published: (2023)
EEG Emotion Recognition Through Deep Learning
by: Dolgopolyi, Roman, et al.
Published: (2025)
by: Dolgopolyi, Roman, et al.
Published: (2025)
A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective
by: Liu, Chenyu, et al.
Published: (2024)
by: Liu, Chenyu, et al.
Published: (2024)
Degree-Conscious Spiking Graph for Cross-Domain Adaptation
by: Wang, Yingxu, et al.
Published: (2024)
by: Wang, Yingxu, et al.
Published: (2024)
Cross-Subject EEG Emotion Recognition Based on Temporal Asynchronous Alignment Contrastive Learning
by: Xie, Ying, et al.
Published: (2026)
by: Xie, Ying, et al.
Published: (2026)
Fuzzy-aware Loss for Source-free Domain Adaptation in Visual Emotion Recognition
by: Zheng, Ying, et al.
Published: (2025)
by: Zheng, Ying, et al.
Published: (2025)
Unsupervised Pairwise Learning Optimization Framework for Cross-Corpus EEG-Based Emotion Recognition Based on Prototype Representation
by: Li, Guangli, et al.
Published: (2025)
by: Li, Guangli, et al.
Published: (2025)
One Model for All: Universal Pre-training for EEG based Emotion Recognition across Heterogeneous Datasets and Paradigms
by: Li, Xiang, et al.
Published: (2025)
by: Li, Xiang, et al.
Published: (2025)
Interpretable Image Emotion Recognition: A Domain Adaptation Approach Using Facial Expressions
by: Kumar, Puneet, et al.
Published: (2020)
by: Kumar, Puneet, et al.
Published: (2020)
Local-Global Feature Fusion for Subject-Independent EEG Emotion Recognition
by: Zhou, Zheng, et al.
Published: (2026)
by: Zhou, Zheng, et al.
Published: (2026)
Group Resonance Network: Learnable Prototypes and Multi-Subject Resonance for EEG Emotion Recognition
by: Meng, Renwei
Published: (2026)
by: Meng, Renwei
Published: (2026)
HEDN: A Hard-Easy Dual Network with Source Reliability Assessment for Cross-Subject EEG Emotion Recognition
by: Wang, Qiang, et al.
Published: (2025)
by: Wang, Qiang, et al.
Published: (2025)
Gradual Domain Adaptation for Graph Learning
by: Lei, Pui Ieng, et al.
Published: (2025)
by: Lei, Pui Ieng, et al.
Published: (2025)
A Robust Incomplete Multimodal Low-Rank Adaptation Approach for Emotion Recognition
by: Zhao, Xinkui, et al.
Published: (2025)
by: Zhao, Xinkui, et al.
Published: (2025)
On Robust Cross Domain Alignment
by: Chakrabarty, Anish, et al.
Published: (2024)
by: Chakrabarty, Anish, et al.
Published: (2024)
Test-Time Adaptation for Speech Emotion Recognition
by: Dong, Jiaheng, et al.
Published: (2026)
by: Dong, Jiaheng, et al.
Published: (2026)
Consumer-friendly EEG-based Emotion Recognition System: A Multi-scale Convolutional Neural Network Approach
by: Ly, Tri Duc, et al.
Published: (2025)
by: Ly, Tri Duc, et al.
Published: (2025)
Adversarial Domain Adaptation for Cross-user Activity Recognition Using Diffusion-based Noise-centred Learning
by: Ye, Xiaozhou, et al.
Published: (2024)
by: Ye, Xiaozhou, et al.
Published: (2024)
Pairwise Alignment Improves Graph Domain Adaptation
by: Liu, Shikun, et al.
Published: (2024)
by: Liu, Shikun, et al.
Published: (2024)
Attention-Enhanced Graph Filtering for False Data Injection Attack Detection and Localization
by: Abdulin, Ruslan, et al.
Published: (2026)
by: Abdulin, Ruslan, et al.
Published: (2026)
Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing
by: Shayegh, Behzad, et al.
Published: (2024)
by: Shayegh, Behzad, et al.
Published: (2024)
Cross-Subject Domain Adaptation for Classifying Working Memory Load with Multi-Frame EEG Images
by: Chen, Junfu, et al.
Published: (2021)
by: Chen, Junfu, et al.
Published: (2021)
Similar Items
-
DAMSDAN: Distribution-Aware Multi-Source Domain Adaptation Network for Cross-Domain EEG-based Emotion Recognition
by: Hu, Fo, et al.
Published: (2025) -
Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition
by: Sartipi, Shadi, et al.
Published: (2024) -
Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation
by: Imtiaz, Md Niaz, et al.
Published: (2025) -
Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation
by: Xiao, Yun, et al.
Published: (2024) -
M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition
by: Luo, Ting, et al.
Published: (2024)