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.
☆119Updated 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
- ☆66Updated 5 months ago
- [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities☆61Updated 2 years ago
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆42Updated 11 months ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆41Updated 5 months ago
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆44Updated 10 months ago
- ☆25Updated 3 weeks ago
- [Algonauts 2023] PyTorch implementation of "Memory Encoding Model"☆56Updated last year
- ☆20Updated last year
- python package to access the data of the NSD (natural scenes dataset) fMRI project☆44Updated 3 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆108Updated 2 weeks ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆77Updated 2 months ago
- Use DNNs to build encoding models of EEG visual responses.☆76Updated 5 months ago
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆43Updated 6 months ago
- ☆135Updated 5 months ago
- Code and analysis of the NSD large scale fMRI dataset☆30Updated 9 months ago
- Code related to analyzing the Natural Scenes Dataset☆37Updated 2 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
- Code for NeurIPS 2019 paper "From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI"☆41Updated 2 years ago
- Functions to generate neural responses for arbitrary stimuli using trained encoding models.☆15Updated 3 months ago
- Official code base for NeuroClips☆77Updated 3 weeks ago
- Official code release for BOLD5000 Release 2.0☆29Updated 3 years ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆96Updated last year
- ☆27Updated last year
- Image reconstruction from visual evoked potentials using latent diffusion☆28Updated 7 months ago
- ☆34Updated 7 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆77Updated 10 months ago
- Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641☆47Updated 11 months ago
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models☆19Updated 10 months ago
- NeurIPS 24, decoding video from EEG signals☆54Updated 3 weeks ago