RomGai / BrainVis
Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction"
☆51Updated last month
Alternatives and similar repositories for BrainVis:
Users that are interested in BrainVis are comparing it to the libraries listed below
- NeurIPS 24, decoding video from EEG signals☆56Updated last month
- Official code base for NeuroClips☆80Updated last month
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆36Updated 11 months ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆43Updated 6 months ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆77Updated 2 months ago
- [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"☆88Updated 2 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆111Updated 3 weeks ago
- ☆94Updated 4 years ago
- ☆66Updated 5 months ago
- Image reconstruction from visual evoked potentials using latent diffusion☆28Updated this week
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆25Updated last month
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆128Updated 2 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆77Updated 10 months ago
- ☆26Updated last year
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆42Updated 11 months ago
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆54Updated 2 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆81Updated 4 months ago
- Decode Neural signal as Speech☆33Updated 4 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆34Updated 3 months ago
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆130Updated last year
- NeurIPS 2024 poster☆22Updated 2 months ago
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆46Updated 10 months ago
- ☆19Updated 3 months ago
- ☆96Updated 10 months ago
- Official repository for the paper "Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Co…☆22Updated 2 years ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆120Updated last year
- ☆10Updated 4 months ago
- Code to implement the model of No.2 in Task 1 of the Auditory EEG Challenge (ICASSP 2024)☆13Updated last year
- ☆39Updated 4 months ago