DL/ML
[CS213n] Convolution Neural Networks
Oct 11, 2024
🏷️ Tags
DeepLearningAlgorithms/DatastructureCodingTestPythonSwin-TransformerSwin-UNETRSegmenterViTMMSegmentationCloudGCPCompute CloudMathematicsOptimizationMLOpsSemantic SegmentationComputeEngineLearningRate SchedulingPolynomialImage ClassificationUNETUNETR3D Medical Image SegmentationAWSEC2CS/NetworkVPCNetwork SystemRecSysP5LLM4RECUnisRECKubeflowDataEngineeringDataPipelineAirflowHadoopSpark StreamingSpark
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Chriss Lee
AI Engineer/Researcher
Interesed in Semantic Segmentation, Medical Imaging, MLOps.
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알고리즘/자료구조
코테스터디 - Chapter1.배열
Sep 5, 2024
논문리뷰
Segmenter, Swin-UNETR 논문리뷰
Aug 28, 2024
논문리뷰
Vision-Transformer vs Swin-Transformer
Aug 2, 2024
MMSegmentation기반 연구일지
MMSegmentation - IoUMetric기반의 CustomEvaluationMetric적용기
Jul 10, 2024
Cloud
GCP Compute Cloud Nvidia Driver 오류 문제해결
Jun 25, 2024
Optimization Theory
제약조건이 없는 최적화(Unconstrained Optimization)
Jun 25, 2024
MMSegmentation기반 연구일지
GCP Compute Engine에서 MMSegmentation GPU 학습환경 만들기
May 11, 2024
코드리뷰
Swin Transformer 코드리뷰
May 8, 2024
Cloud
GCP Compute Engine 에서 MMSegmentation GPU 학습환경 만들기
May 6, 2024
MMSegmentation기반 연구일지
MMSegmentation - Segmenter Finetuning with Standford Background Dataset
Mar 3, 2024
DL/ML
Polynomial Learning Rate Scheduling 개념 및 코드 분석
Feb 15, 2024
코드리뷰
Segmenter 코드리뷰
Feb 7, 2024
논문리뷰
Segmenter : Transformer for Semantic Segmentation
Feb 2, 2024
논문리뷰
Brief Summarization of UNET
Jan 15, 2024
논문리뷰
UNETR : Transformers for 3D Medical Image Segmentation
Jan 15, 2024
논문리뷰
ViT : An Image Is Worth 16x16 Words: Transformers For Image Recognition at Scale
Jan 11, 2024
Cloud
AWS Computing
Oct 13, 2023
Cloud
AWS VPC
Sep 29, 2023
Cloud
클라우드 네트워킹 및 콘텐츠 전송
Sep 21, 2023
Cloud
AWS 글로벌 인프라
Sep 13, 2023
논문리뷰
P5 : Recommendation as Language Processing(RLP)- A Unified Pretrain, Personalized Prompt & Predict Paradigm
Jul 30, 2023
논문리뷰
UnisREC : Towards Universal Sequence Representation Learning for Recommender Systems
Jul 16, 2023
MLOps
Kubeflow 컴포넌트
Jul 5, 2023
DataEngineering
데이터 파이프라인 개론(Feat.Airflow)
Jun 29, 2023
DataEngineering
Hadoop - MapReduce 실습
Jun 23, 2023
MLOps
Airflow DAG 구조
Jun 23, 2023
DataEngineering
Hadoop - MapReduce 이론
Jun 14, 2023
DataEngineering
Spark Streaming
Apr 13, 2023
DataEngineering
Spark Streaming 실습
Apr 13, 2023