xbrainnet / CAFNet
IEEE Transactions on Affective Computing 2023
☆15Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for CAFNet
- ACM MM 2023☆32Updated 3 weeks ago
- ☆15Updated 10 months ago
- A list of papers for emotion recognition using machine learning/deep learning.☆54Updated 3 years ago
- ☆47Updated 3 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆29Updated 6 months ago
- Multimodal Genuine Emotion and Expression Detection database☆11Updated 4 months ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆62Updated 3 weeks ago
- Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.☆41Updated 8 months ago
- IEEE Transactions on Affective Computing, 2022☆24Updated 11 months ago
- Official PyTorch code for training and inference pipeline for DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection☆18Updated last month
- The paper is being submitted☆13Updated last year
- PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-m…☆54Updated 2 years ago
- DBPNet model☆32Updated 5 months ago
- Emotion recognition base on EEG.☆16Updated last year
- EEG-Audio-Video Dataset for Emotion Recognition in Conversations☆14Updated last month
- Code of paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆83Updated 8 months ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆26Updated 6 months ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆21Updated 8 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆36Updated this week
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆14Updated last year
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆34Updated 4 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆31Updated 2 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Updated last year
- An unofficial pytorch implementation of the BiHDM model proposed by Yang et al. for decoding emotion from multi-channel EEG recordings, w…☆11Updated last year
- cuijiancorbin / Subject-Independent-Drowsiness-Recognition-from-Single-Channel-EEG-with-an-Interpretable-CNN-LSTMIn this project, we propose a CNN-LSTM model to classify single-channel EEG for driver drowsiness detection. We designed a visualization …☆11Updated 3 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆35Updated last year
- ☆35Updated 3 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆28Updated 6 months ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆31Updated 9 months ago
- Invariant representation learning from EEG within discriminative CNN architectures via adversarial censoring.☆14Updated 4 years ago