ozcelikfu / brain-diffuser
Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by Furkan Ozcelik and Rufin VanRullen.
☆120Updated last year
Alternatives and similar repositories for brain-diffuser:
Users that are interested in brain-diffuser are comparing it to the libraries listed below
- Self-Supervised RGBD Reconstruction from Brain Activity☆26Updated 2 years ago
- ☆68Updated 6 months ago
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆47Updated 11 months ago
- python package to access the data of the NSD (natural scenes dataset) fMRI project☆45Updated 3 months ago
- [Algonauts 2023] PyTorch implementation of "Memory Encoding Model"☆56Updated last year
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆42Updated last year
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆43Updated 6 months ago
- [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities☆62Updated 2 years ago
- ☆25Updated last month
- Official repository for the paper "Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Co…☆23Updated 2 years ago
- ☆20Updated last year
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆77Updated 3 months ago
- Code related to analyzing the Natural Scenes Dataset☆37Updated 3 months ago
- Use DNNs to build encoding models of EEG visual responses.☆76Updated this week
- ☆139Updated this week
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆44Updated 7 months ago
- Code from paper "Natural language supervision with a large and diverse dataset builds better models of human high-level visual cortex"☆21Updated last year
- Code and analysis of the NSD large scale fMRI dataset☆30Updated 9 months ago
- Code related to the Natural Scenes Dataset data paper☆59Updated last week
- Official code base for NeuroClips☆81Updated last month
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆113Updated last month
- Official code release for BOLD5000 Release 2.0☆29Updated 3 years ago
- Code for NeurIPS 2019 paper "From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI"☆41Updated 2 years ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆99Updated last year
- ☆28Updated 2 years ago
- Functions to generate neural responses for arbitrary stimuli using trained encoding models.☆15Updated last week
- fMRI-to-image reconstruction on the NSD dataset.☆319Updated 9 months ago
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models☆19Updated 11 months ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆25Updated last month
- ☆95Updated 4 years ago