Tags

sr

• VDSR 15 Oct 2019 |sr
• ESPCN 30 Sep 2019 |sr

gan

• DCGAN 01 Nov 2019 |gan
• GAN 24 Oct 2019 |gan
• VDSR 15 Oct 2019 |gan

autoenconder

• Variational AutoEncoder 28 Nov 2019 |autoenconder

ocr

• CRAFT 10 Jan 2020 |ocr

vision

• CapsuleNet 12 Aug 2020 |vision
• ResNet 26 Mar 2020 |vision
• GoogLeNet 22 Mar 2020 |vision
• VGG 20 Mar 2020 |vision
• AlexNet 26 Jan 2020 |vision
• U-Net 21 Jan 2020 |vision

tech

• The Marginal Value of Adaptive Gradient Methods in Machine Learning 05 Nov 2020 |tech
• How Does Batch Normalization Help Optimization? 21 Oct 2020 |tech
• Lipschitz & Spectral norm 15 Oct 2020 |tech
• Batch Normalization 11 Feb 2020 |tech
• Dropout 29 Jan 2020 |tech

detection

• R-CNN 20 Mar 2020 |detection
• Yolo 19 Feb 2020 |detection

self_supervised

• Jigsaw Puzzle 17 Apr 2020 |self-supervised
• Predicting Image Rotation 15 Apr 2020 |self-supervised

information

• Information Theory 18 Jun 2020 |information

NLP

• Word2Vec(2) 20 Jul 2020 |nlp
• Word2Vec 02 Jul 2020 |nlp

distance

• Cosine similarity vs Euclidean distance 15 Jul 2020 |distance

keyword

• Keyword Analysis 17 Jul 2020 |keyword

LDA

• Keyword Analysis 17 Jul 2020 |lda

Logistic Regression

• Logistic Regression 19 Jul 2020 |logistic-regression

Ai

• sigmoid와 softmax의 차이점 26 Jul 2020 |ai

Feature Encoding

• An Overview of Encoding Techniques 27 Jul 2020 |feature-encoding

evaluation

• Model Evaluation 29 Jul 2020 |evaluation

Auto ML

• NAS 04 Aug 2020 |auto-ml

Reinforcement Learning

• Model Free Prediction 26 Nov 2020 |reinforcement-learning
• Q-Learning 25 Nov 2020 |reinforcement-learning
• Policy gradient2 14 Aug 2020 |reinforcement-learning
• Policy gradient 13 Aug 2020 |reinforcement-learning
• Planning by Dynamic Programming 10 Aug 2020 |reinforcement-learning
• What is markov? 08 Aug 2020 |reinforcement-learning
• RL introduction 06 Aug 2020 |reinforcement-learning

statistics

• parameter estimation in ML 31 Aug 2020 |statistics

linear algebra

• PCA 01 Sep 2020 |linear-algebra

Loss

• L1, L2? 15 Sep 2020 |loss
• 왜 분류에서는 CrossEntropy를 사용할까? 04 Sep 2020 |loss

rl

• Continuous control with deep reinforcement learning 17 Dec 2020 |rl
• A3C 02 Dec 2020 |rl
• Actor-Critic 01 Dec 2020 |rl
• Deep Q Network 21 Nov 2020 |rl

compression

• A Survey of Model Compression and Acceleration for Deep Neural Networks 15 Dec 2020 |compression

bayesian

• Gaussian Process in Machine Learning 15 Apr 2021 |bayesian

Vision

• Stand-Alone Self-Attention in Vision Models 30 May 2021 |vision

Recommend

• BPR(Bayesian Personalized Ranking from Implicit Feedback) 12 Jul 2021 |recommend
• Collaborative Filtering for Implicit Feedback Datasets 09 Jul 2021 |recommend
• Matrix Factorization Techniques for Recommender Systems 08 Jul 2021 |recommend
• Probabilistic Matrix Factorization 07 Jul 2021 |recommend
• Matrix Factorization 06 Jul 2021 |recommend
• Item-Based Collaborative Filtering Recommendation Algorithms 04 Jul 2021 |recommend
• Application of Dimensionality Reduction in Recommender System -- A Case Study 03 Jul 2021 |recommend
• Towards the Next Generation of Recommender Systems 27 Jun 2021 |recommend

GNN

• Spectral-based GNN 21 Jul 2021 |gnn

dfs

• 백준 1325 - 효율적인 해킹 07 Sep 2021 |dfs
• 백준 1103 - 게임 27 Aug 2021 |dfs

dp

• N으로 표현 10 Nov 2021 |dp
• 백준 1106 - 호텔 10 Sep 2021 |dp
• 백준 1103 - 게임 27 Aug 2021 |dp

bfs

• 백준 1325 - 효율적인 해킹 07 Sep 2021 |bfs

kakao

• 카카오 블라인드 채용 - 숫자 문자열과 영단어 09 Nov 2021 |kakao
• 카카오 블라인드 채용 - 오픈채팅방 08 Nov 2021 |kakao
• 카카오 블라인드 채용 - 신규 아이디 추천 06 Nov 2021 |kakao

binary search

• 입국심사 11 Nov 2021 |binary-search