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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
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