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Junha Park(박준하)

I'm an undergraduate student @ Yonsei University, College of Medicine.

Research interest

  1. Computational methods for bioinformatics
  • Statistical models for sparse, high dimensional geometry of biological data
  • Generative deep learning models for dimensionality reduction
  1. Medical image analysis
  • Medical image segmentation 🍎ApatchE 2024
  • Masked image modeling 3️⃣3D-MIM-MMI TBD
  1. Quantum computing
  • Statistical algorithms inspired by adiabatic quantum computing
  • Quantum analog of conventional deep neural network architectures ⚛️QNAS TBD

Personal experiences

  • International Chemistry Olympiad(IChO) at Turkey, Silver medal Jun 2020
  • Internship at TGILAB, Yonsei University, Seoul, Republic of Korea Jun 2021 ~ Aug 2021 Dec 2021 ~ Feb 2022
  • Internship at Korea Quantum Computing Co., Busan, Republic of Korea Jun 2022 ~ Aug 2022
  • Research associate at MoNET, Yonsei University, Seoul, Republic of Korea Mar 2022 ~ Jan 2024
  • Research associate ate Hwang LAB, Yonsei University, Seoul, Republic of Korea Present

Project

  • Project about online learning InfantinO 2022
  • Project about natural language inference KorNLI 2022

Junha Park's Projects

awesome-semantic-segmentation-pytorch icon awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

cell2location icon cell2location

Comprehensive mapping of tissue cell architecture via integrated single cell and spatial transcriptomics (cell2location model)

disastogram icon disastogram

Design of COVID-19 Emergency Notification Pictogram and Rule-Based Keyword Extraction Algorithm. HCI 2022 Proceeeding,(),560-565.

gatk icon gatk

Official code repository for GATK versions 4 and up

graph icon graph

가짜연구소 그래프 블로그

infantino icon infantino

Online learning framework for infants' facial expression recognition

medicaldiffusion icon medicaldiffusion

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

pdgrapher icon pdgrapher

Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks

qiskit icon qiskit

Qiskit is an open-source SDK for working with quantum computers at the level of circuits, algorithms, and application modules.

remixer icon remixer

Music Recommendation model via Autoencoder

spark icon spark

[ICLR'23 Spotlight] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

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