쭌스🎄

I earned my BS degree in Computer Science and Data Science at the University of Wisconsin-Madison, and I am currently pursuing my PhD in AI at SNU.

I am broadly interested in reinforcement learning, deep learning, model compression/optimization, and hyper-scale AI. The main objective of my study is to build a reliable, efficient, and expansive AI/ML system for sustainable development.

Machine Learning

PCA - Image Compression(이미지 압축) 2022.08.14 ML Image Compression PCA

Hierarchical Agglomerate Clustering(HAC) - 포켓몬 군집화 2022.08.14 ML Clustering HAC Pokemon

LeNet 신경망 - MiniPlaces 이미지 분류 2022.08.14 ML Classification LeNet PyTorch

Transfer Learning #2 - Classification 2022.08.04 ML Classification CNN Transfer Learning

Transfer Learning #1 - Classification 2022.08.03 ML Classification CNN Transfer Learning

CNN - Classification: fashionMNIST 2022.08.02 ML Classification CNN FashionMNIST

ANN - Regression: House Sales Prediction 2022.08.02 ML ANN Regression

ANN - Classification: Diabetes Prediction 2022.08.02 ML ANN Classification

RNN - Time Series: LSTM 2022.08.01 ML LSTM RNN Time Series

CNN - Classification: MNIST with Tensorflow 2022.08.01 ML CNN MNIST PyTorch Tensorflow

ANN - Regression 2022.07.26 ML ANN Regression

ANN - Regression: Bike Rental Prediction 2022.07.26 ML ANN Regression

LeNet - Traffic Signs Classification 2022.07.24 ML Classification LeNet

Profit Time Series 2022.07.23 ML LSTM Prophet Time Series

Deep Learning - CIFAR-10 Classification 2022.07.23 ML CIFAR-10 Classification CNN

ANN - Car Sales Prediction 2022.07.22 ML ANN Regression