john-x-jiang

meta_ssm

Repository for ICLR 2023 work, "Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting"

phy_geo

Repository for MICCAI 2021 work, "Label-Free Physics-Informed Image Sequence Reconstruction with Disentangled Spatial-Temporal Modeling"

epnn

Repository for MICCAI 2022 work, "Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning"

graph_ECGI

Repository for Geometric Model (Jiang et al, IEEE TMI 2023 / MICCAI 2020), Hybrid SSM (Jiang et al, IEEE TMI 2024 / MICCAI 2021), and Personalized Neural Surrogate (ICLR 2023 / MICCAI 2022).

st_gcnn

Repository for MICCAI 2020 work, "Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction"

CEI_PacingSiteLocalization

This repo contains python code to localize pacing sites

CSCI599-Deep-Learning

Basic projects for deep learning

john-x-jiang.github.io

pgnn

PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.