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JP Hong's Projects

boundary-loss icon 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 icon cf

Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications

clusterpost icon clusterpost

Post jobs to a computing grid and store the results in a couch database local or remote

colonvisualization icon colonvisualization

This project focus on visualization of quasi-tubular objects and the deformation driven by centerline

contentdisentanglement icon contentdisentanglement

PyTorch implementation of "Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer"

da icon da

Unsupervised Domain Adaptation Papers and Code

deeplab2 icon 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 icon deepsdf

Learning Continuous Signed Distance Functions for Shape Representation

dextr-pytorch icon dextr-pytorch

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr

fastpd icon fastpd

The shared library generator for Nikos Komodakis's FastPD MRF optimization library

flownet2-pytorch icon flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

focal-tversky-unet icon 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 icon 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.

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