LuigiSigillo / GWIT
Official PyTorch repository for ICASSP 2025 Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models.
☆14Updated 2 months ago
Alternatives and similar repositories for GWIT:
Users that are interested in GWIT are comparing it to the libraries listed below
- Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…☆52Updated 3 weeks ago
- ☆9Updated 3 weeks ago
- NeurIPS 24, decoding video from EEG signals☆62Updated 2 months ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆28Updated 2 months ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆38Updated last year
- Code to implement the model of No.2 in Task 1 of the Auditory EEG Challenge (ICASSP 2024)☆13Updated last year
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆44Updated 7 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆119Updated last month
- Official code base for NeuroClips☆84Updated 2 months ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆81Updated 3 months ago
- [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"☆95Updated 3 months ago
- Reconstructing Visual Percepts from EEG☆28Updated 3 weeks ago
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆48Updated 11 months ago
- ☆27Updated 6 months ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆137Updated 3 months ago
- ☆20Updated 4 months ago
- the implementation of the ASAD_DenseNet☆26Updated last week
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆43Updated last year
- ☆43Updated 5 months ago
- ☆96Updated 4 years ago
- ☆70Updated 6 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆78Updated 2 weeks ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Updated last year
- ☆14Updated 7 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆104Updated 5 months ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆52Updated last year
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆11Updated last year
- Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641☆47Updated last year
- DBPNet model☆37Updated 3 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆34Updated 2 weeks ago