Alternatives and similar repositories for UMBRAE

Users that are interested in UMBRAE are comparing it to the libraries listed below

• soinx0629 / vis_dec_neurips
  Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
  ☆44Updated last year
• ozcelikfu / brain-diffuser
  Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…
  ☆130Updated 2 years ago
• gongzix / NeuroClips
  Official code base for NeuroClips
  ☆91Updated last month
• ReedOnePeck / MindDiffuser
  ☆74Updated 10 months ago
• WeizmannVision / SelfSuperReconst
  Self-Supervised RGBD Reconstruction from Brain Activity
  ☆26Updated 3 years ago
• ChangdeDu / BraVL
  Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"
  ☆139Updated 3 months ago
• XuanhaoLiu / EEG2Video
  NeurIPS 24, decoding video from EEG signals
  ☆83Updated 2 months ago
• MichaelMaiii / AIGC-Brain
  Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy
  ☆93Updated 7 months ago
• dongyangli-del / EEG_Image_decode
  Using vision-language models to decode natural image perception from non-invasive brain recordings.
  ☆146Updated 2 weeks ago
• HaitaoWuTJU / Uncertainty-aware-Blur-Prior
  Uncertainty-aware Blur Prior on CVPR 2025
  ☆44Updated last week
• aluo-x / BrainDiVE
  Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models (NeurIPS 2023 Oral)
  ☆24Updated last year
• Promise-Z5Q2SQ / EEG-ImageNet-Dataset
  ☆49Updated 2 months ago
• ReedOnePeck / MindAnimator
  ☆35Updated 3 months ago
• weihaox / DREAM
  [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System
  ☆55Updated last year
• XiaoZhangYES / CognitionCapturer
  ☆24Updated last month
• perceivelab / eeg_visual_classification
  ☆104Updated 4 years ago
• desa-lab / Perceptogram
  Reconstructing Visual Percepts from EEG
  ☆32Updated 2 months ago
• huzeyann / BrainDecodesDeepNets
  PyTorch implementation of "Brain Decodes Deep Nets"
  ☆65Updated last year
• eeyhsong / NICE-EEG
  [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…
  ☆159Updated 7 months ago
• sklin93 / mind-reader
  [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities
  ☆62Updated 2 years ago
• CLIP-MUSED / CLIP-MUSED
  ☆27Updated last year
• RomGai / BrainVis
  Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…
  ☆60Updated 4 months ago
• prajwalsingh / EEG2Image
  EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]
  ☆87Updated 4 months ago
• huzeyann / MemoryEncodingModel
  [Algonauts 2023] PyTorch implementation of "Memory Encoding Model"
  ☆58Updated last year
• YulongBonjour / BrainCLIP
  Coming soon~
  ☆9Updated last year
• ChiShengChen / MUSE_EEG
  The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.
  ☆36Updated 3 months ago
• littlepure2333 / MindBridge
  [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"
  ☆102Updated 6 months ago
• gifale95 / eeg_encoding
  Use DNNs to build encoding models of EEG visual responses.
  ☆85Updated 4 months ago
• ozcelikfu / IC-GAN_fMRI_Reconstruction
  Official repository for the paper "Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Co…
  ☆23Updated 3 years ago
• ViCCo-Group / THINGS-data
  THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior
  ☆51Updated 11 months ago