[ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality
☆65Jul 20, 2026Updated 2 months ago
Alternatives and similar repositories for UMBRAE
Users that are interested in UMBRAE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆58Apr 13, 2024Updated 2 years ago
- [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"☆123Dec 30, 2024Updated last year
- [NeurIPS 2024] Official code base for NeuroClips☆110Jun 9, 2025Updated last year
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 7 years ago
- ☆224May 28, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2024] Using vision-language models to decode natural image perception from non-invasive brain recordings.☆220May 10, 2026Updated 5 months ago
- A curated list of awesome papers on visual reconstructions from brain activity.☆37Dec 31, 2024Updated last year
- [AAAI 2026] Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment☆20Dec 16, 2025Updated 10 months ago
- This script converts arxiv papers into a certain markdown format.☆19May 19, 2023Updated 3 years ago
- [ACM MM 2025 Oral] Reproducible multimodal neural embeddings for EEG, MEG, and fMRI visual retrieval, reconstruction, and captioning.☆39Jun 19, 2026Updated 3 months ago
- [TAI 2025] Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆104Dec 9, 2024Updated last year
- Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…☆68Dec 10, 2025Updated 10 months ago
- Coming soon~☆14Jul 15, 2025Updated last year
- NeurIPS 24, decoding video from EEG signals☆135Mar 13, 2026Updated 7 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆217Jul 18, 2025Updated last year
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆153May 3, 2023Updated 3 years ago
- ☆27Nov 6, 2023Updated 2 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆19Jun 11, 2025Updated last year
- [NeurIPSW 2023] The "cleaned" version of CelebA-HQ and Flickr-Faces-HQ.☆12Jan 16, 2024Updated 2 years ago
- [ICCV 2025] Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction☆30Jul 5, 2026Updated 3 months ago
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models (NeurIPS 2023 Oral)☆28Mar 28, 2024Updated 2 years ago
- ☆22Nov 16, 2024Updated last year
- ☆12Feb 27, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Language Generation from Brain Recordings☆36May 21, 2025Updated last year
- ☆81Nov 19, 2025Updated 10 months ago
- NeuroBridge (AAAI 2026): Self-Supervised EEG-to-Image Decoding.☆51Sep 3, 2026Updated last month
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆150Mar 26, 2025Updated last year
- ☆57Nov 7, 2025Updated 11 months ago
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆23Jun 3, 2024Updated 2 years ago
- [NeurIPS 2024] Using vision-language models to decode natural image perception from non-invasive brain recordings.☆113May 10, 2026Updated 5 months ago
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆28Jan 3, 2025Updated last year
- PyTorch implementation of "Brain Decodes Deep Nets"☆70Mar 6, 2026Updated 7 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆16Sep 8, 2024Updated 2 years ago
- [ACM MM 2020] Code and Data For Controllable Continuous Gaze Redirection.☆43May 13, 2021Updated 5 years ago
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆44Mar 11, 2024Updated 2 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "Low-latency auditory spatial attentio…☆10Sep 15, 2021Updated 5 years ago
- Starter code for the BOLDMoments fMRI video dataset☆25Jul 24, 2024Updated 2 years ago
- ☆10Oct 21, 2024Updated last year
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆108Jun 12, 2025Updated last year