Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"
☆149Mar 26, 2025Updated 11 months ago
Alternatives and similar repositories for BraVL
Users that are interested in BraVL are comparing it to the libraries listed below
Sorting:
- ☆28Nov 6, 2023Updated 2 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆194Dec 24, 2025Updated 2 months ago
- ☆40May 18, 2025Updated 9 months ago
- Coming soon~☆12Jul 15, 2025Updated 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.…☆191Jul 18, 2025Updated 7 months ago
- ☆27Jul 18, 2024Updated last year
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆104Dec 9, 2024Updated last year
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆44Mar 11, 2024Updated last year
- Uncertainty-aware Blur Prior on CVPR 2025☆71Nov 24, 2025Updated 3 months ago
- ☆123Feb 9, 2021Updated 5 years ago
- ☆20Oct 31, 2023Updated 2 years ago
- Language Generation from Brain Recordings☆30May 21, 2025Updated 9 months ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 2 years ago
- Decode Neural signal as Speech☆37Oct 6, 2024Updated last year
- [NeurIPS 2024] Official code base for NeuroClips☆102Jun 9, 2025Updated 8 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆89Jan 9, 2026Updated last month
- Code release for ICLR 2021 paper "Generalised Multimodal ELBO"☆42Nov 12, 2022Updated 3 years ago
- Use DNNs to build encoding models of EEG visual responses.☆104Mar 12, 2025Updated 11 months ago
- [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities☆63Dec 22, 2022Updated 3 years ago
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆103Jun 12, 2025Updated 8 months ago
- 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
- [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"☆119Dec 30, 2024Updated last year
- ☆62May 15, 2025Updated 9 months ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆60Jan 8, 2026Updated last month
- fMRI-to-image reconstruction on the NSD dataset.☆366May 22, 2024Updated last year
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated last year
- ☆23Nov 16, 2024Updated last year
- [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆32Dec 2, 2024Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆31Jan 11, 2024Updated 2 years ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆98Mar 15, 2025Updated 11 months ago
- Self-Supervised RGBD Reconstruction from Brain Activity☆27Jun 6, 2022Updated 3 years ago
- ☆52Nov 7, 2025Updated 3 months ago
- ☆15Mar 19, 2024Updated last year
- ☆15Jun 16, 2023Updated 2 years ago
- Pretrained decoders for intracortical BCI.☆29Jan 26, 2026Updated last month
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆697Jul 24, 2024Updated last year
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆222Jun 30, 2024Updated last year
- ☆171Aug 11, 2025Updated 6 months ago
- Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.☆188May 19, 2025Updated 9 months ago