Using vision-language models to decode natural image perception from non-invasive brain recordings.
☆194Dec 24, 2025Updated 2 months ago
Alternatives and similar repositories for EEG_Image_decode
Users that are interested in EEG_Image_decode are comparing it to the libraries listed below
Sorting:
- [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 7 months ago
- ☆40May 18, 2025Updated 9 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
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated last year
- Reconstructing Visual Percepts from EEG☆38May 16, 2025Updated 9 months ago
- Use DNNs to build encoding models of EEG visual responses.☆104Mar 12, 2025Updated 11 months ago
- Uncertainty-aware Blur Prior on CVPR 2025☆71Nov 24, 2025Updated 3 months 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
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆149Mar 26, 2025Updated 11 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆89Jan 9, 2026Updated last month
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆640Oct 1, 2025Updated 5 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆98Mar 15, 2025Updated 11 months ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆552Sep 29, 2025Updated 5 months ago
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆103Jun 12, 2025Updated 8 months ago
- NeurIPS 24, decoding video from EEG signals☆124Apr 26, 2025Updated 10 months ago
- [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆32Dec 2, 2024Updated last year
- ☆27Jul 18, 2024Updated last year
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆104Dec 9, 2024Updated last year
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆22Nov 24, 2024Updated last year
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆143May 3, 2023Updated 2 years ago
- ☆48Apr 3, 2025Updated 11 months ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆60Jan 8, 2026Updated last month
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆129Sep 19, 2025Updated 5 months ago
- ☆187May 28, 2025Updated 9 months ago
- fMRI-to-image reconstruction on the NSD dataset.☆366May 22, 2024Updated last year
- ☆171Aug 11, 2025Updated 6 months ago
- ☆82Nov 19, 2025Updated 3 months ago
- Decode Neural signal as Speech☆37Oct 6, 2024Updated last year
- ☆17Mar 20, 2025Updated 11 months ago
- ☆123Feb 9, 2021Updated 5 years ago
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆56Apr 13, 2024Updated last year
- A curated list of awesome papers on visual reconstructions from brain activity.☆38Dec 31, 2024Updated last year
- ☆45Feb 27, 2025Updated last year
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆269Oct 30, 2024Updated last year
- Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641☆57Feb 26, 2024Updated 2 years ago
- [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"☆119Dec 30, 2024Updated last year
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models (NeurIPS 2023 Oral)☆27Mar 28, 2024Updated last year
- ☆52Apr 21, 2025Updated 10 months ago
- Official PyTorch repository for ICASSP 2025 Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models.☆61Apr 17, 2025Updated 10 months ago