yulewang97 / ERDiff
[NeurIPS'23 Spotlight] Official Repo for "Extraction and Recovery of Dpatio-temporal Structure in Latent Dynamics Alignment with Diffusion Models"
☆48Updated last month
Alternatives and similar repositories for ERDiff:
Users that are interested in ERDiff are comparing it to the libraries listed below
- [NeurIPS'24 Poster] Official Repo for Paper "Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Model…☆16Updated 6 months ago
- ☆36Updated last month
- PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with trans…☆14Updated 2 years ago
- PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity☆13Updated 3 years ago
- 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
- Code release for ICLR 2021 paper "Generalised Multimodal ELBO"☆38Updated 2 years ago
- Code for NeurIPS 2019 paper "From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI"☆42Updated 2 years ago
- Poisson Identifiable VAE (pi-VAE)☆51Updated 3 years ago
- ☆29Updated 2 years ago
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models☆19Updated last year
- Official codebase for "Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking" (NerIPS 2024, Sp…☆31Updated 4 months ago
- [Algonauts 2023] PyTorch implementation of "Memory Encoding Model"☆56Updated last year
- [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities☆62Updated 2 years ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆90Updated last year
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆63Updated 2 weeks ago
- Pre-trained Transformer on Brain Signals☆25Updated last year
- Implementation of Brain Signal Classification via Learning Connectivity Structure☆17Updated 3 years ago
- Official code base for NeuroClips☆86Updated 2 months ago
- 🥚 EnerGy Guided Diffusion for optimizing neurally exciting images☆9Updated last year
- Official repository for the paper "Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Co…☆23Updated 2 years ago
- Official code release for BOLD5000 Release 2.0☆29Updated 3 years ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆108Updated 2 years ago
- Code from paper "Natural language supervision with a large and diverse dataset builds better models of human high-level visual cortex"☆22Updated last year
- ☆22Updated last month
- PyTorch implementation of "Brain Decodes Deep Nets"☆64Updated last year
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆57Updated last year
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆46Updated 7 months ago
- ☆34Updated last month
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆123Updated last year
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆44Updated 8 months ago