Contents
algorithm
Sorting Algorithm • Dec 28, 2019
Big-O notation 정리하기 • Dec 28, 2019
anomayl detection
Residual Autoencoder: Anomaly Detection에 활용하기 • Jun 20, 2020
Residual Variational Autoencoder: Anomaly Detection에 활용하기 • Jun 5, 2020
augmentation
Mixup 정리글 • Jul 21, 2019
bash
Missing Semester 정리글 • Mar 5, 2020
CODE
Gradient Vector Valued Function • Dec 27, 2020
CODE: chapter 7, 8, 9 • Dec 21, 2020
CODE: chapter 10, 11 • Dec 21, 2020
CODE: chapter 4, 5, 6 • Dec 18, 2020
CODE: chapter 1, 2, 3 • Dec 18, 2020
computer vision
Unsupervised Monocular Depth Estimation with Left-Right Consistency 정리글 • Nov 4, 2019
computer_vision
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? 정리글 • Jun 29, 2019
deep learning
Efficient Architecture 정리글 • Dec 7, 2020
deeplearning
orthogonal projection • Oct 7, 2020
orthogonal basis • Oct 7, 2020
Determinant and Trace 정리글 • Oct 7, 2020
angles and orthogonality 정리글 • Oct 7, 2020
Solving Systems of Linear Equations 정리글 • Sep 27, 2020
length and distance 정리글 • Sep 27, 2020
inner product 정리글 • Sep 27, 2020
Norm 정리글 • Sep 27, 2020
Matrix 정리글 • Sep 20, 2020
Affine subspace and Affine mapping 정리글 • Sep 20, 2020
linear mapping 정리글 • Sep 9, 2020
Image and Kernel 정리글 • Sep 9, 2020
Basis change 정리글 • Sep 9, 2020
vector space 정리글 • Aug 29, 2020
linear indepence 정리글 • Aug 29, 2020
basis and rank 정리글 • Aug 29, 2020
system of linear equations 정리글 • Aug 16, 2020
Residual Autoencoder: Anomaly Detection에 활용하기 • Jun 20, 2020
Residual Variational Autoencoder: Anomaly Detection에 활용하기 • Jun 5, 2020
Integrated Gradient 정리글 • May 5, 2020
VAE Tutorial • Mar 25, 2020
BERT 정리글 • Dec 30, 2019
attention is all you need 정리글 • Nov 18, 2019
Unsupervised Monocular Depth Estimation with Left-Right Consistency 정리글 • Nov 4, 2019
Feature Visulatization 번역글 • Oct 29, 2019
tensorrt 정리글 • Sep 8, 2019
Activation atlas 정리글 • Aug 26, 2019
MixConv: Mixed Depthwise Convolutional Kernels • Aug 23, 2019
Dropout as Bayesian Approximation 정리글 • Aug 1, 2019
mesh tensorflow 정리글 • Jul 30, 2019
Mixture density Network: Uncertainty estimation • Jul 26, 2019
Faster-RCNN 정리글 • Jul 26, 2019
Mixup 정리글 • Jul 21, 2019
LogSumExp Trick • Jul 21, 2019
How Does Batch Normalization Help Optimization? 정리글 • Jul 11, 2019
Batch Normalization에 대하여 • Jul 8, 2019
detection
Faster-RCNN 정리글 • Jul 26, 2019
differentiation
Differentiation 정리글 • Dec 12, 2020
efficient architecture
Efficient Architecture 정리글 • Dec 7, 2020
Fourier transform 정리글 • Nov 7, 2020
interpretability
Feature Visulatization 번역글 • Oct 29, 2019
Activation atlas 정리글 • Aug 26, 2019
interview
How Does Batch Normalization Help Optimization? 정리글 • Jul 11, 2019
Batch Normalization에 대하여 • Jul 8, 2019
MLE 와 MAP에 대하여 • Jul 7, 2019
jupyter
Fastpages Notebook Blog Post • Feb 20, 2020
lightweight
Efficient Architecture 정리글 • Dec 7, 2020
linear algebra
Matrix Approximation 정리글 • Dec 5, 2020
Singular Value Decomposition 정리글 • Nov 17, 2020
Eigendecomposition and Diagonalization 정리글 • Nov 17, 2020
Cholesky Decomposition 정리글 • Nov 17, 2020
eigenvalue 와 enginevector 정리글 • Nov 15, 2020
orthogonal projection • Oct 7, 2020
orthogonal basis • Oct 7, 2020
Determinant and Trace 정리글 • Oct 7, 2020
angles and orthogonality 정리글 • Oct 7, 2020
Solving Systems of Linear Equations 정리글 • Sep 27, 2020
length and distance 정리글 • Sep 27, 2020
inner product 정리글 • Sep 27, 2020
Norm 정리글 • Sep 27, 2020
Matrix 정리글 • Sep 20, 2020
Affine subspace and Affine mapping 정리글 • Sep 20, 2020
linear mapping 정리글 • Sep 9, 2020
Image and Kernel 정리글 • Sep 9, 2020
Basis change 정리글 • Sep 9, 2020
vector space 정리글 • Aug 29, 2020
linear indepence 정리글 • Aug 29, 2020
basis and rank 정리글 • Aug 29, 2020
system of linear equations 정리글 • Aug 16, 2020
machine learning
MLE 와 MAP에 대하여 • Jul 7, 2019
math
Optimization Using Gradeint Descent • May 1, 2021
Change of Variables/Inverse Transform • Apr 26, 2021
Conjugacy and the Exponential Family • Apr 13, 2021
Gaussian distribution • Apr 4, 2021
Summary Statistics and Independence • Mar 5, 2021
Sum Rule Product Rule and Bayes Theorem • Jan 30, 2021
Construction of a Probability Space • Jan 22, 2021
Linearization and Multivariate Taylor Series • Jan 16, 2021
Higher Order Derivatives • Jan 16, 2021
Backpropagation and Automatic Backpropagation • Jan 10, 2021
Useful Identities of Computing Gradients • Jan 9, 2021
Gradient of Matrix • Jan 9, 2021
Partial Differentiation and Gradients • Dec 20, 2020
Differentiation 정리글 • Dec 12, 2020
Matrix Approximation 정리글 • Dec 5, 2020
Singular Value Decomposition 정리글 • Nov 17, 2020
Eigendecomposition and Diagonalization 정리글 • Nov 17, 2020
Cholesky Decomposition 정리글 • Nov 17, 2020
eigenvalue 와 enginevector 정리글 • Nov 15, 2020
Fourier transform 정리글 • Nov 7, 2020
nlp
word representation • Jan 14, 2020
BERT 정리글 • Dec 30, 2019
attention is all you need 정리글 • Nov 18, 2019
pointer
Python 변수할당의 개념 • Aug 3, 2019
python
Python 변수할당의 개념 • Aug 3, 2019
shell
Missing Semester 정리글 • Mar 5, 2020
attention is all you need 정리글 • Nov 18, 2019
uncertainty
Dropout as Bayesian Approximation 정리글 • Aug 1, 2019
Mixture density Network: Uncertainty estimation • Jul 26, 2019
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? 정리글 • Jun 29, 2019
VAE
VAE Tutorial • Mar 25, 2020
vector calculus
Differentiation 정리글 • Dec 12, 2020
XAI
Integrated Gradient 정리글 • May 5, 2020
회고
2020년 회고 • Jan 1, 2021