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Chriss Portfolio

이해현(HaeHyun Lee)
B.E. in Department of Software Convergence, Seoul Women’s University, Republic of Korea
•
Mar.2020 - Feb.2025
[Research Interest]
•
Semantic Segmentation, Medical Imaging, Computer Vision
[Activities]
•
Undergradute Researcher in Visual Computing and Medical Imaging Lab -Seoul Women’s University, Korea (2024. Jan - current)
•
Student Association Big Data Club BOAZ - Completed Data Engineering Program (2023. June - 2024. Jan)
•
SeSAC Machine Learning/Deep Learning Data Platform Developer Boot Camp (2022. June- 2023. Dec)
•
Seoul Women’s University Artificial Intelligence Subcommittee AtoI (2021.June - 2022. Feb)

 Contact

 Projects

•
2023 BOAZ 엔지니어링
Spotify-based Personalized Music Recommendation Chatbot Project

🩻 Publications

Transformer-based Kidney Segmentation Considering Global and Local Context in Abdominal CT Images (KMMS, Jan.2025)

 Study Log

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Study Log
카테고리
날짜
Title
Index
VCMI논문리뷰
2025/03/22
[논문리뷰]Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation
Open
VCMI논문리뷰
2025/03/19
[논문리뷰]Medical SAM2 : Segment Medical Images as Video vis Segment Anything Model2
Open
Algorithm and DataStructure
2025/01/21
Sliding window
Open
Array and Strings
Algorithm and DataStructure
2025/01/20
Merge Sort, Quick Sort, Heap Sort
Open
Sorting Algorithm
MergeSort
QuickSort
HeapSort
Algorithm and DataStructure
2025/01/18
Two Pointers
Open
Array and Strings
Algorithm and DataStructure
2025/01/17
Big O and Recursion
Open
Big O and Recursion
Algorithm and DataStructure
2025/01/16
Arrays and Strings
Open
Array and Strings
DL/ML
2024/12/27
Time Series Data, RNN, LSTM
Open
DeepLearning
LSTM
RNN
DL/ML
2024/12/19
Transformer
Open
DeepLearning
Transformer
DL/ML
2024/12/12
Attention
Open
DeepLearning
VCMI코드리뷰
2024/12/11
2D-UNETR 코드리뷰
Open
UNETR
DL/ML
2024/11/27
Segmentation
Open
DeepLearning
DL/ML
2024/11/25
Recognition, Classification, Detection
Open
DeepLearning
DL/ML
2024/11/21
CNN-3 : AlexNet, ZFNet, VGGNet, GoogLeNet, ReNet, SENet
Open
DeepLearning
DL/ML
2024/11/19
CNN-2 : Training Methodologies
Open
DeepLearning
DL/ML
2024/11/06
CNN-1 : Convolution Neural Networks
Open
DeepLearning
DL/ML
2024/09/18
Self-Supervised Learning and Constrastive Learning 개념
Open
ML/DL
Self-supervised Learning
Contrastive Learning
VCMI논문리뷰
2024/08/05
Segmenter, Swin-UNETR 논문 비교
Open
ML/DL
Segmenter
Swin-UNETR
Semantic Segmentation
SwinTransformer
ViT
UNET
VCMI논문리뷰
2024/08/02
VisionTransformer vs Swin-Transformer
Open
ML/DL
Segmenter
ViT
Transformer
Semantic Segmentation
SwinTransformer
MMSegmentation
2024/07/05
MMSegmentation - IoUMetric 기반의 CustomEvaluationMetric 적용기
Open
Cloud Computing
MMSegmentation
Diceloss
Cloud
2024/06/25
GCP Compute Cloud Nvidia Driver 오류 문제 해결
Open
Cloud Computing
GCP
Compute Cloud
Optimization Theory
2024/06/25
제약조건이 없는 최적화 (Unconstrained Optimization)
Open
Mathematics
ML/DL
Optimization
Cloud
MMSegmentation
2024/05/22
GCP Compute Engine 에서 MMSegmentation GPU 학습 환경 만들기
Open
Cloud Computing
MLOps
GCP
MMSegmentation
Compute Cloud
VCMI코드리뷰
2024/05/08
Swin Transformer 코드리뷰
Open
ML/DL
Transformer
Semantic Segmentation
SwinTransformer
VCMI코드리뷰
2024/03/03
MMSegmentation - Segmenter Finetuning with Standford Background Dataset
Open
ML/DL
MMSegmentation
Segmenter
ViT
Semantic Segmentation
DL/ML
2024/02/15
Polynomial Learning Rate Scheduling 개념 및 코드 분석
Open
ML/DL
Learning Rate Scheduling
Polynomial
Segmenter
VCMI코드리뷰
2024/02/07
Segmenter 코드 리뷰
Open
ML/DL
Segmenter
ViT
Semantic Segmentation
VCMI논문리뷰
2024/02/02
Segmenter : Transformer for Semantic Segmentation
Open
ML/DL
Segmenter
ViT
Semantic Segmentation
VCMI논문리뷰
2024/01/22
An Image Is Worth 16x16 Words: Transformers For Image Recognition at Scale
Open
ML/DL
ViT
Transformer
Image Classification
VCMI논문리뷰
2024/01/15
UNETR: Transformers for 3D Medical Image Segmentation
Open
ML/DL
ViT
Semantic Segmentation
UNET
3D Medical Image Segmentation
UNeTR
VCMI논문리뷰
2024/01/15
Brief Summarization of UNET
Open
ML/DL
Image Classification
UNET
Cloud
2023/10/13
AWS Computing
Open
AWS
Cloud Computing
EC2
Cloud
2023/09/29
AWS VPC
Open
AWS
VPC
Cloud Computing
CS/Network
Cloud
2023/09/21
클라우드 네트워킹 및 콘텐츠 전송
Open
CS/Network
AWS
Cloud Computing
Cloud
2023/09/13
AWS 글로벌 인프라
Open
AWS
Cloud Computing
LLM4REC 논문리뷰
2023/07/30
Recommendation as Language Processing(RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm(P5)
Open
ML/DL
RecSys
P5
LLM
LLM4REC 논문리뷰
2023/07/16
Towards Universal Sequence Representation Learning for Recommender Systems
Open
ML/DL
RecSys
UnisREC
LLM
Data Engineering & MLOps
2023/07/05
Kubeflow 컴포넌트
Open
MLOps
Kubeflow
Data Engineering & MLOps
2023/06/29
데이터파이프라인 개론 (Feat.Airflow)
Open
Data Engineering
Airflow
Data Pipeline
Data Storage Architecture
Data Engineering & MLOps
2023/06/23
Airflow DAG 구조
Open
MLOps
Airflow
Data Engineering & MLOps
2023/06/23
Hadoop - MapReduce 실습
Open
Hadoop
Data Engineering
Data Engineering & MLOps
2023/06/14
Hadoop - MapReduce 이론
Open
Data Engineering
Hadoop
Data Engineering & MLOps
2023/04/13
Spark Streaming 실습
Open
Data Engineering
Spark
Stream Data Processing
Data Engineering & MLOps
2023/04/13
Spark Streaming
Open
Stream Data Processing
Spark
Data Engineering
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