We propose a time-aware sampling network (TAS-Net) using deep reinforcement learning (DRL) for unsupervised emotion recognition, which is able to detect key emotion moments and disregard irrelevant and misleading parts.
☆21Oct 8, 2023Updated 3 years ago
Alternatives and similar repositories for TAS-Net
Users that are interested in TAS-Net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆118Oct 22, 2025Updated 11 months ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 3 years ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆56Jul 3, 2024Updated 2 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆74Apr 30, 2024Updated 2 years ago
- Improving BCIs with generative models synthesizing realistic EEG signals. Co-authored research paper: https://arxiv.org/abs/2402.09453☆11Oct 18, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The paper is being submitted☆19Jun 26, 2023Updated 3 years ago
- Multimodal Genuine Emotion and Expression Detection database☆13Jul 15, 2024Updated 2 years ago
- ☆14Mar 19, 2024Updated 2 years ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆34May 7, 2025Updated last year
- ☆24Dec 19, 2021Updated 4 years ago
- ☆10Dec 27, 2024Updated last year
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆39Jul 29, 2023Updated 3 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆91May 19, 2025Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆97May 26, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆150Mar 26, 2025Updated last year
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆220Oct 25, 2020Updated 5 years ago
- ☆10Jun 10, 2023Updated 3 years ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆766Jul 24, 2024Updated 2 years ago
- ☆10Sep 17, 2020Updated 6 years ago
- [TAI 2025] Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆104Dec 9, 2024Updated last year
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆49Mar 29, 2021Updated 5 years ago
- A sequential combination of LSTM and MLP for the prediction of cutterhead torque for TBM.☆13Mar 30, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The papers here are for faster dissemination and academic research convinence purpose only, and the copyright of the final papers belongs…☆13Jul 14, 2021Updated 5 years ago
- The official code of paper "Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition through Contrastive Learning" (AAAI 20…☆33Sep 30, 2025Updated last year
- ☆18Oct 19, 2025Updated 11 months ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 6 years ago
- This is a community implementation of EEG-ConvTransformer☆17May 19, 2023Updated 3 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆64Apr 27, 2023Updated 3 years ago
- ☆13Apr 2, 2025Updated last year
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆14Aug 29, 2026Updated last month
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆199May 10, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Expression Snippet Transformer for Robust Video-based Facial Expression Recognition☆17Jan 27, 2024Updated 2 years ago
- 一个极其简单的latex编写英文论文的教程，目标是可以让学习者在有对应模板的前提下，1小时内学会使用latex撰写自己的论文。☆14Apr 17, 2022Updated 4 years ago
- ☆45Nov 19, 2024Updated last year
- Official implementation for paper "CEPrompt: Cross-Modal Emotion-Aware Prompting for Facial Expression Recognition" (accepted to IEEE TC…☆17Oct 20, 2025Updated 11 months ago
- This is a project of combining facial expression and EEG for emotion recognition using python in emotion experiment☆20Oct 5, 2018Updated 8 years ago
- Code for paper "MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recogni…☆16Jun 21, 2023Updated 3 years ago
- MAVEN: Multi-modal Attention for Valence-Arousal Emotion Network☆15Jun 13, 2025Updated last year