prajwalsingh / EEGStyleGAN-ADAView external linksLinks
Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]
☆53Mar 21, 2024Updated last year
Alternatives and similar repositories for EEGStyleGAN-ADA
Users that are interested in EEGStyleGAN-ADA are comparing it to the libraries listed below
Sorting:
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆98Mar 15, 2025Updated 11 months ago
- Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641☆57Feb 26, 2024Updated last year
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆193Dec 24, 2025Updated last month
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆191Jul 18, 2025Updated 6 months ago
- [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆32Dec 2, 2024Updated last year
- ☆39May 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 10 months ago
- ☆13Nov 24, 2023Updated 2 years ago
- Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…☆66Dec 10, 2025Updated 2 months ago
- ☆123Feb 9, 2021Updated 5 years ago
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆22Nov 24, 2024Updated last year
- the implementation of the ASAD_DenseNet☆29Mar 24, 2025Updated 10 months ago
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆636Oct 1, 2025Updated 4 months ago
- ☆30Jun 25, 2025Updated 7 months ago
- We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on c…☆13Dec 5, 2025Updated 2 months ago
- ☆27Jul 18, 2024Updated last year
- ☆168Aug 11, 2025Updated 6 months ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆15May 10, 2023Updated 2 years ago
- ☆34Sep 5, 2025Updated 5 months ago
- ☆17Mar 20, 2025Updated 10 months ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 2 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆88Jan 9, 2026Updated last month
- Code to implement the model of No.2 in Task 1 of the Auditory EEG Challenge (ICASSP 2024)☆12Jan 29, 2024Updated 2 years ago
- ☆13Mar 5, 2024Updated last year
- ☆51Apr 21, 2025Updated 9 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆31Jan 11, 2024Updated 2 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆106Jun 23, 2025Updated 7 months ago
- ☆19Mar 26, 2023Updated 2 years ago
- Use DNNs to build encoding models of EEG visual responses.☆104Mar 12, 2025Updated 11 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆72May 19, 2025Updated 8 months ago
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆219Jun 30, 2024Updated last year
- ☆20Mar 25, 2025Updated 10 months ago
- ☆43Nov 19, 2024Updated last year
- Using Stable Diffusion on the DEAP Dataset to argument new data and improve classification☆22Jun 23, 2023Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆24Jul 17, 2024Updated last year
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆70Jun 12, 2025Updated 8 months ago
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆26Jan 3, 2025Updated last year
- ☆71Mar 13, 2024Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆100Jun 21, 2023Updated 2 years ago