graph-superresolution

Here are 8 public repositories matching this topic...

basiralab / GNNs-in-Network-Neuroscience

A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

biomarker gans brain-connectivity geometric-deep-learning gnns network-neuroscience gnn graph-neural-network graph-fusion graph-synthesis graph-prediction brain-disorders graph-superresolution predictive-intelligence graph-integration graph-timeseries brain-gnn

Updated Feb 27, 2023

basiralab / GSR-Net

Star

Graph SuperResolution Network using geometric deep learning.

data-generation brain-connectivity generative-models u-net deep-learning-architectures predictive-learning geometric-deep-learning network-neuroscience brain-graphs graph-superresolution gsr-net resolution-connectomes predictive-intelligence

Updated Jan 25, 2021
Python

basiralab / BGSR-PY

Star

Brain Graph Super-Resolution: how to generate high-resolution graphs from low-resolution graphs? (Python3 version)

machine-learning-algorithms cbt brain-connectivity superresolution predictive-learning network-neuroscience graph-superresolution connectional-brain-template generative-learning

Updated Sep 15, 2020
Python

basiralab / BGSR

Star

Brain Graph Super-Resolution: how to generate high-resolution graphs from low-resolution graphs?

machine-learning unsupervised-learning super-resolution cbt brain-connectivity brain-graph graph-topology graph-superresolution multi-kernel-learning connectional-brain-template graph-diffusion high-resolution-graph low-resolution-graph

Updated Aug 9, 2020
MATLAB

basiralab / IMANGraphNet

Star

Non-isomorphic Inter-modality Graph Alignment and Synthesis.

deep-neural-networks deep-learning brain super-resolution brain-connectivity structural-mri network-neuroscience brain-networks graph-neural-networks pytorch-geometric graph-alignment graph-superresolution generative-learning domain-alignment functional-mri predictive-medicine inter-modality-learning connectome-generation

Updated Nov 15, 2021
Python

basiralab / SG-Net

Star

StairwayGraphNet for inter- and inter-modality graph superresolution.

deep-learning predictive-modeling brain-connectivity adversarial-learning structural-mri gnns graph-neural-networks multi-modal-imaging graph-superresolution generative-learning functional-mri

Updated Apr 7, 2023
Python

basiralab / TIS-Net

Star

Intermodalitty graph superresolution.

one-shot-learning super-resolution brain-connectivity graph-convolutional-networks superresolution brain-networks graph-neural-networks graph-superresolution connectional-brain-template deep-graph-normalizer template-based-learning

Updated Jan 4, 2022
Python

basiralab / Dif-GSR

Star

Diffusion-based Graph Super-resolution

brain-connectivity network-neuroscience gnn diffusion-models graph-superresolution

Updated Oct 24, 2023
Python

Improve this page

Add a description, image, and links to the graph-superresolution topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the graph-superresolution topic, visit your repo's landing page and select "manage topics."

Learn more

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

graph-superresolution

Here are 8 public repositories matching this topic...

basiralab / GNNs-in-Network-Neuroscience

basiralab / GSR-Net

basiralab / BGSR-PY

basiralab / BGSR

basiralab / IMANGraphNet

basiralab / SG-Net

basiralab / TIS-Net

basiralab / Dif-GSR

Improve this page

Add this topic to your repo