Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”
☆640Oct 1, 2025Updated 5 months ago
Alternatives and similar repositories for DreamDiffusion
Users that are interested in DreamDiffusion are comparing it to the libraries listed below
Sorting:
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆98Mar 15, 2025Updated 11 months ago
- ☆123Feb 9, 2021Updated 5 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆194Dec 24, 2025Updated 2 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
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated last year
- Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…☆66Dec 10, 2025Updated 2 months ago
- Use DNNs to build encoding models of EEG visual responses.☆104Mar 12, 2025Updated 11 months ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆552Sep 29, 2025Updated 5 months ago
- Implementation for the paper https://dl.acm.org/citation.cfm?doid=3240508.3240641☆57Feb 26, 2024Updated 2 years 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
- Code base for MinD-Vis☆787May 24, 2023Updated 2 years ago
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆149Mar 26, 2025Updated 11 months ago
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆222Jun 30, 2024Updated last year
- ☆82Nov 19, 2025Updated 3 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆213May 7, 2024Updated last year
- [NeurIPS 2024] Official code base for NeuroClips☆102Jun 9, 2025Updated 8 months ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆104Dec 9, 2024Updated last year
- Mother of All BCI Benchmarks☆933Updated this week
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 2 years ago
- NeurIPS 24, decoding video from EEG signals☆124Apr 26, 2025Updated 10 months ago
- ☆40May 18, 2025Updated 9 months ago
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆44Mar 11, 2024Updated last year
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆697Jul 24, 2024Updated last year
- Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding spe…☆461Mar 12, 2024Updated last year
- Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.☆188May 19, 2025Updated 9 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆89Jan 9, 2026Updated last month
- Reconstructing Visual Percepts from EEG☆38May 16, 2025Updated 9 months ago
- Takagi and Nishimoto, CVPR 2023☆1,128Aug 17, 2023Updated 2 years ago
- fMRI-to-image reconstruction on the NSD dataset.☆366May 22, 2024Updated last year
- ☆187May 28, 2025Updated 9 months ago
- Uncertainty-aware Blur Prior on CVPR 2025☆71Nov 24, 2025Updated 3 months ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆43Apr 13, 2025Updated 10 months ago
- ☆171Aug 11, 2025Updated 6 months ago
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆178Dec 11, 2023Updated 2 years ago
- Official code base for MinD-Video☆389Dec 7, 2023Updated 2 years ago
- [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"☆119Dec 30, 2024Updated last year
- ☆53Sep 20, 2024Updated last year
- ☆52Nov 7, 2025Updated 3 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆269Oct 30, 2024Updated last year