ozcelikfu / IC-GAN_fMRI_ReconstructionLinks
Official repository for the paper "Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs" by Furkan Ozcelik, Bhavin Choksi, Milad Mozafari, Leila Reddy, Rufin VanRullen.
☆24Updated 3 years ago
Alternatives and similar repositories for IC-GAN_fMRI_Reconstruction
Users that are interested in IC-GAN_fMRI_Reconstruction are comparing it to the libraries listed below
Sorting:
- [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities☆62Updated 2 years ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆139Updated 2 years ago
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆57Updated last year
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆44Updated last year
- Self-Supervised RGBD Reconstruction from Brain Activity☆27Updated 3 years ago
- ☆77Updated 2 weeks ago
- ☆20Updated 2 years ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆57Updated 4 months ago
- [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"☆115Updated 11 months ago
- Official code base for NeuroClips☆97Updated 5 months ago
- Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…☆66Updated last month
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆101Updated 11 months ago
- ☆11Updated 2 years ago
- Coming soon~☆11Updated 4 months ago
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models (NeurIPS 2023 Oral)☆25Updated last year
- Code for NeurIPS 2019 paper "From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI"☆42Updated 3 years ago
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆146Updated 8 months ago
- [Algonauts 2023] PyTorch implementation of "Memory Encoding Model"☆59Updated last year
- The codes of paper: "Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN". This demo takes the published fMRI data…☆13Updated 4 years ago
- python package to access the data of the NSD (natural scenes dataset) fMRI project☆50Updated last year
- ☆178Updated 6 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆97Updated 8 months ago
- Official code release for BOLD5000 Release 2.0☆33Updated 4 years ago
- PyTorch implementation of "Brain Decodes Deep Nets"☆69Updated last year
- Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641☆57Updated last year
- ☆49Updated last month
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆40Updated 7 months ago
- Toward Generalizing Visual Brain Decoding to Unseen Subjects☆28Updated 6 months ago
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆55Updated last year
- Reconstructing Visual Percepts from EEG☆36Updated 6 months ago