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Algorithm

May 08, 2021 Algorithm | 시간 복잡도와 빅오 표기법(Time complexity and Big-O notation)
May 03, 2021 Algorithm | 알고리즘이란? 공부해야하는 이유

Bayesian

Nov 10, 2022 [SAIF 2022] Yoshua Bengio 'Why we need amortized causal and Bayesian World models' (Part 1)

Bengio

Nov 10, 2022 [SAIF 2022] Yoshua Bengio 'Why we need amortized causal and Bayesian World models' (Part 1)

CS231n

Aug 11, 2021 CS231n | 6강 - Training Neural Networks part I
Aug 04, 2021 CS231n | 5강 - Convolutional Neural Networks
Jul 28, 2021 CS231n | 4강 - Introduction to Neural Networks
Jul 22, 2021 CS231n | 3강 - Loss Functions and Optimization
Jul 16, 2021 CS231n | 2강 - Image Classification

CVPR

Aug 26, 2021 YOLOX: Exceeding YOLO Series in 2021 (CVPR 2021)

Change-point

Feb 16, 2020 Empirical Likelihood for Change-point Detection using Double Quantile (졸업연구논문)
Nov 30, 2019 2019년 추계 통계학술논문발표회 수상 후기

Conference

Nov 30, 2019 2019년 추계 통계학술논문발표회 수상 후기

Data-Engineering

Jun 13, 2024 빅데이터의 분산 처리 프레임워크(Hadoop, Spark)와 쿼리엔진

Data-Handling

Mar 17, 2022 NumPy 기본 사용법

Data-Structure

Mar 09, 2024 Data Structure | Heap(Priority Queue)
Jul 18, 2022 Data Structure | Stack, Queue
Mar 20, 2022 Data Structure | 자료구조란

Data-type

Mar 15, 2022 파이썬 자료형 정리 (Dictionary, Set, Tuple, List)

Demension-Reduction

Apr 25, 2019 차원축소와 PCA

Entropy

Nov 25, 2019 Resampling using Multivariate Entropy in Classification

Graduate-school

Feb 16, 2020 Empirical Likelihood for Change-point Detection using Double Quantile (졸업연구논문)

ICML

Sep 15, 2021 EfficientNetV2: Smaller Models and Faster Training (ICML 2021)
Sep 08, 2021 EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks (ICML 2019)

Image-Classification

Sep 15, 2021 EfficientNetV2: Smaller Models and Faster Training (ICML 2021)
Sep 08, 2021 EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks (ICML 2019)

Jekyll

Mar 14, 2022 M1 mac - Jekyll blog 환경 세팅하기

Jupyter-Notebook

Sep 24, 2022 Jupyter Notebook - Cell 자동 줄 바꿈(line wrap) 적용하기

Linux

Aug 01, 2022 리눅스(Linux) 기본 명령어
Jul 31, 2022 리눅스(Linux)에 대한 이해

Nonparametric

Feb 16, 2020 Empirical Likelihood for Change-point Detection using Double Quantile (졸업연구논문)
Nov 30, 2019 2019년 추계 통계학술논문발표회 수상 후기
Nov 25, 2019 Resampling using Multivariate Entropy in Classification

Object-Detection

Aug 26, 2021 YOLOX: Exceeding YOLO Series in 2021 (CVPR 2021)
Jul 03, 2021 YOLOv1: You Only Look Once: Unified, Real-Time Object Detection

Paper

Jun 22, 2022 좋은 실무 논문 작성하는 방법

Python

Mar 09, 2024 Data Structure | Heap(Priority Queue)
Sep 28, 2022 Array의 요소 개수 세는 방법 3가지
Mar 17, 2022 NumPy 기본 사용법
Mar 15, 2022 파이썬 자료형 정리 (Dictionary, Set, Tuple, List)

Retrospection

Review

Nov 10, 2022 [SAIF 2022] Yoshua Bengio 'Why we need amortized causal and Bayesian World models' (Part 1)

Ruby

Mar 14, 2022 M1 mac - Jekyll blog 환경 세팅하기

Samsung-AI-Forum

Nov 10, 2022 [SAIF 2022] Yoshua Bengio 'Why we need amortized causal and Bayesian World models' (Part 1)
Nov 09, 2022 SAIF 2022로 느낀 점 두가지, 그리고 왜 강연에 참여하는게 중요할까?

TensorFlow

Mar 31, 2022 M1 Pro에 TensorFlow2.X 설치 및 개발 환경 구축하기 (feat. Miniforge, GPU, ipykernel, VSCode)
Jun 30, 2021 TensorFlow Developer Certificate(텐서플로우 개발자 전문 자격증) 취득 후기

macOS

Mar 31, 2022 M1 Pro에 TensorFlow2.X 설치 및 개발 환경 구축하기 (feat. Miniforge, GPU, ipykernel, VSCode)
Mar 28, 2022 M1 mac - 터미널 세팅하기 (iTerm2, oh-my-zhs)
Mar 14, 2022 M1 mac - Jekyll blog 환경 세팅하기