The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction"
☆74May 19, 2025Updated 10 months ago
Alternatives and similar repositories for DMMR
Users that are interested in DMMR are comparing it to the libraries listed below
Sorting:
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆109Oct 22, 2025Updated 4 months ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆35May 7, 2025Updated 10 months ago
- ☆23Dec 23, 2025Updated 2 months ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆83Apr 7, 2022Updated 3 years ago
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- ☆43Nov 19, 2024Updated last year
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆29Jul 23, 2021Updated 4 years ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆51Jul 3, 2024Updated last year
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆165Nov 13, 2025Updated 4 months ago
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆18Oct 5, 2023Updated 2 years ago
- [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆34Dec 2, 2024Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆96Jan 8, 2026Updated 2 months ago
- IEEE Transactions on Affective Computing, 2025☆24Jun 6, 2025Updated 9 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18May 28, 2022Updated 3 years ago
- ☆19Feb 21, 2025Updated last year
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆18Apr 25, 2025Updated 10 months ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆76Apr 30, 2024Updated last year
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆19Jul 24, 2025Updated 7 months ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆192Jul 18, 2025Updated 8 months ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆43Apr 13, 2025Updated 11 months ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated last year
- We propose a time-aware sampling network (TAS-Net) using deep reinforcement learning (DRL) for unsupervised emotion recognition, which is…☆22Oct 8, 2023Updated 2 years ago
- ☆32May 2, 2023Updated 2 years ago
- ☆27Jan 11, 2024Updated 2 years ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆89May 15, 2025Updated 10 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆274Oct 30, 2024Updated last year
- A deep learning framework for physiological data processing and understanding.☆108Sep 1, 2025Updated 6 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆72Sep 29, 2025Updated 5 months ago
- IEEE Transactions on Affective Computing 2023☆28Jan 28, 2024Updated 2 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆141Jul 20, 2021Updated 4 years ago
- ☆12Aug 2, 2022Updated 3 years ago
- ☆13Mar 5, 2024Updated 2 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆128Sep 5, 2023Updated 2 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 years ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Jun 5, 2023Updated 2 years ago
- ☆19Mar 26, 2023Updated 2 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated 7 months ago
- Uncertainty-aware Blur Prior on CVPR 2025☆77Feb 28, 2026Updated 2 weeks ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆48Oct 25, 2020Updated 5 years ago