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Wonsik Jung's Projects

ae_ssl_fmri icon ae_ssl_fmri

Inter-Regional High-level Relation Learning from Functional Connectivity via Self-Supervision - PyTorch Implementation (MICCAI 2021)

c-pac icon c-pac

Configurable Pipeline for the Analysis of Connectomes

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Deep Recurrent Model for Individualized Prediction of Alzheimer’s Disease Progression - PyTorch Implementation (NeuroImage 2021)

ec_gcn icon ec_gcn

(Reproducibility) Identifying Resting-State Effective Connectivity Abnormalities in Drug-Naïve Major Depressive Disorder Diagnosis via Graph Convolutional Networks - TensorFlow Implementation (Human Brain Mapping, 2020)

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch-maml-rl icon pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

stargan icon stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

stargan-v2 icon stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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