graph-superresolution

There are 1 repository under graph-superresolution topic.

basiralab / GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
graph-neural-network graph-prediction biomarker network-neuroscience brain-connectivity brain-disorders geometric-deep-learning gans predictive-intelligence graph-integration graph-fusion graph-synthesis graph-superresolution graph-timeseries gnn gnns brain-gnn
225
basiralab / GSR-Net
Graph SuperResolution Network using geometric deep learning.
gsr-net resolution-connectomes graph-superresolution brain-graphs geometric-deep-learning u-net network-neuroscience predictive-intelligence predictive-learning generative-models data-generation brain-connectivity deep-learning-architectures
Language:Python 16
basiralab / BGSR
Brain Graph Super-Resolution: how to generate high-resolution graphs from low-resolution graphs?
brain-graph super-resolution graph-superresolution brain-connectivity multi-kernel-learning connectional-brain-template graph-diffusion graph-topology machine-learning unsupervised-learning cbt high-resolution-graph low-resolution-graph
Language:MATLAB 4
basiralab / BGSR-PY
Brain Graph Super-Resolution: how to generate high-resolution graphs from low-resolution graphs? (Python3 version)
machine-learning-algorithms graph-superresolution superresolution brain-connectivity network-neuroscience connectional-brain-template cbt predictive-learning generative-learning
Language:Python 4
basiralab / IMANGraphNet
Non-isomorphic Inter-modality Graph Alignment and Synthesis.
deep-learning deep-neural-networks graph-neural-networks graph-superresolution super-resolution graph-alignment domain-alignment brain brain-connectivity brain-networks network-neuroscience generative-learning predictive-medicine inter-modality-learning functional-mri structural-mri pytorch-geometric connectome-generation
Language:Python 3
basiralab / SG-Net
StairwayGraphNet for inter- and inter-modality graph superresolution.
graph-neural-networks gnns graph-superresolution brain-connectivity functional-mri structural-mri multi-modal-imaging deep-learning predictive-modeling adversarial-learning generative-learning
Language:Python 3
basiralab / Dif-GSR
Diffusion-based Graph Super-resolution
brain-connectivity diffusion-models gnn graph-superresolution network-neuroscience
Language:Python 2
basiralab / TIS-Net
Intermodalitty graph superresolution.
super-resolution superresolution deep-graph-normalizer graph-neural-networks graph-convolutional-networks brain-connectivity brain-networks connectional-brain-template template-based-learning one-shot-learning graph-superresolution
Language:Python 1