LuigiSigillo / GWITLinks
Official PyTorch repository for ICASSP 2025 Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models.
☆48Updated 7 months ago
Alternatives and similar repositories for GWIT
Users that are interested in GWIT are comparing it to the libraries listed below
Sorting:
- Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…☆66Updated last week
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆168Updated 4 months ago
- ☆33Updated 6 months ago
- NeurIPS 24, decoding video from EEG signals☆114Updated 6 months ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆100Updated 11 months ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆51Updated last year
- Uncertainty-aware Blur Prior on CVPR 2025☆61Updated last week
- Reconstructing Visual Percepts from EEG☆35Updated 6 months ago
- Official code base for NeuroClips☆95Updated 5 months ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆56Updated 3 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆95Updated 8 months ago
- ☆48Updated last week
- ☆113Updated 4 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆77Updated 4 months ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆176Updated 4 months ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆58Updated 2 years ago
- ☆34Updated 7 months ago
- ☆77Updated last year
- ☆28Updated 2 months ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆40Updated 7 months ago
- Toward Generalizing Visual Brain Decoding to Unseen Subjects☆28Updated 6 months ago
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆57Updated last year
- [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"☆110Updated 10 months ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆138Updated 2 years ago
- Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641☆57Updated last year
- ☆57Updated 6 months ago
- ☆28Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆206Updated this week
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆605Updated last month
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆44Updated last year