prajwalsingh / EEGStyleGAN-ADALinks
Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]
☆53Updated 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:
- ☆38Updated 7 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆97Updated 9 months ago
- ☆122Updated 4 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆178Updated this week
- Reconstructing Visual Percepts from EEG☆36Updated 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.…☆187Updated 5 months ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆42Updated 8 months ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆48Updated 2 years ago
- NeurIPS 24, decoding video from EEG signals☆116Updated 8 months ago
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆22Updated last year
- Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641☆57Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆99Updated 6 months ago
- ☆26Updated last year
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆40Updated 2 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆14Updated 2 years ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆29Updated last year
- Use DNNs to build encoding models of EEG visual responses.☆101Updated 9 months ago
- Uncertainty-aware Blur Prior on CVPR 2025☆66Updated last month
- ☆69Updated 2 years ago
- [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆29Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆230Updated last month
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆84Updated this week
- ☆45Updated 3 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆245Updated last year
- NeurIPS 2024 poster☆29Updated last year
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆25Updated last year
- ☆50Updated last month
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆101Updated last year
- ☆60Updated 7 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆84Updated 4 months ago