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Seunghoi Kim's Projects

3dmultiviewcnn icon 3dmultiviewcnn

Implementation of Multi-view CNN for 3D classification evaluated on MoodleNet40 dataset.

3dpointcloud icon 3dpointcloud

A repository for various 3D point cloud networks including PointNet, DGCNN and PointCNN...

agcn icon agcn

Adversarial Graph Convolutional Network for 3D point cloud segmentation

anodetection icon anodetection

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

diffusion_distiller icon diffusion_distiller

🚀 PyTorch Implementation of "Progressive Distillation for Fast Sampling of Diffusion Models(v-diffusion)"

diffusioniqt icon diffusioniqt

An official repository for 'A 3D Conditional Diffusion Model for Image Quality Transfer - An Application to Low-Field MRI' presented at NeurIPS DGM4H 2023

gagcn icon gagcn

GAGCN: Generative Adversarial Graph Convolutional Network for 3D Point Cloud Semantic Segmentation

heatdiffusion icon heatdiffusion

Code release for the paper Generative Modeling With Inverse Heat Dissipation

imagen-pytorch icon imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

mamba-minimal icon mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

medicaldiffusion icon medicaldiffusion

Medical Diffusion: This repository contains the code to our paper Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Synthesis

medicalnet icon medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

mr_kspacesample icon mr_kspacesample

This repository seeks to investigate the usage of Cascades of Convolutional Neural Networks for Magnetic Resonance Image reconstruction.

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