JP Hong's repositories
awsome-domain-adaptation
A collection of AWESOME things about domian adaptation
BCDU-Net
BCDU-Net : Medical Image Segmentation
boundary-loss
Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.
CF
Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications
fastestimator
building deep learning model fast & easy
condensa
Programmable Model Compression
ContentDisentanglement
PyTorch implementation of "Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer"
DA
Unsupervised Domain Adaptation Papers and Code
Deep-Image-Analogy-PyTorch
A python implementation of Deep-Image-Analogy based on pytorch.
deeplab2
DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.
DeepSDF
Learning Continuous Signed Distance Functions for Shape Representation
DEXTR-PyTorch
Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr
DomainIntersectionDifference
Pytorch implementation of of "Domain Intersection and Domain Difference" (ICCV 2019)
flownet2-pytorch
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
focal-tversky-unet
This repo contains the code for our paper "A novel focal Tversky loss function and improved Attention U-Net for lesion segmentation" accepted at IEEE ISBI 2019.
Grokking-the-Coding-Interview-Patterns
This course categorizes coding interview problems into a set of 16 patterns. Each pattern will be a complete tool - consisting of data structures, algorithms, and analysis techniques - to solve a specific category of problems. The goal is to develop an understanding of the underlying pattern, so that, we can apply that pattern to solve other problems.
keras-applications
Reference implementations of popular deep learning models.
mermaid
Image registration using pytorch
minigo
An open-source implementation of the AlphaGoZero algorithm
pneumothorax-segmentation
SIIM-ACR Pneumothorax Segmentation first place solution
sefa
Code for paper `Closed-Form Factorization of Latent Semantics in GANs`
SegWithDistMap
How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
shape_aware_segmentation
Source code for the paper "Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation" as described in https://arxiv.org/abs/1908.05099
STROTSS
Style Transfer by Relaxed Optimal Transport and Self-Similarity (CVPR 2019)
StyleGAN-Tensorflow
Simple & Intuitive Tensorflow implementation of StyleGAN (CVPR 2019 Oral)
UA-MT
code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.
UFDN
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation
US-famli
Ultra sound Fetal Age Machine Learning Initiative