A Stellar Hiker

2018

2018-09-02
论文 Low Resolution Face Recognition Using a Two-Branch Deep Convolutional Neural Network Architecture
2018-08-01
论文 DeepID 系列
2018-07-31
论文 FaceNet - A Unified Embedding for Face Recognition and Clustering
2018-07-30
Face Recognition 人脸识别
2018-07-21
Data Cleaning 数据清洗
2018-07-19
Exploratory Data Analysis 数据探索
2018-07-19
Feature Extraction 特征值生成
2018-07-19
Model Evaluating 模型评估与选择
2018-07-10
Neural Networks 神经网络
2018-07-07
论文 Deep Face Recognition - A Survey
2018-06-04
Convex Optimization Overview 凸优化
2018-05-15
Principle Component Analysis 主成分分析
2018-05-13
Gradient Boosting Decision Tree
2018-05-10
Boosting
2018-05-05
Bagging 与 Random Forest
2018-05-01
Ensemble Learning 集成学习
2018-04-30
k-means k 均值算法
2018-04-25
Cluster 聚类
2018-04-20
特征选择与稀疏学习
2018-04-15
降维与度量学习
2018-04-10
k Nearest Neighbour k 近邻学习
2018-04-05
Expectation Maximization EM 算法
2018-03-30
Bayesian 贝叶斯分类器
2018-03-25
Bayesian Network / Belief Network 贝叶斯网
2018-03-20
Bayes Theory 贝叶斯决策论
2018-03-15
Lagrange 拉格朗日乘子法
2018-03-10
Maximum Likelihood 极大似然估计
2018-03-05
Support Vector Machines 支持向量机
2018-03-01
Decision Tree 决策树
2018-02-25
Linear Discriminant Analysis 线性判别分析
2018-02-20
Generalized Linear Model 广义线性模型
2018-02-15
Logistic Regression 对数几率回归
2018-02-10
Linear Regression 线性回归 (Ordinary Least Squares)
2018-02-05
Data Preprocessing 数据处理
2018-02-03
Linear Model 线性模型
2018-02-01
Machine Learning Series 机器学习

2017

2017-12-20
论文 StarGAN - Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
2017-12-09
论文 Dynamic Routing Between Capsules
2017-10-08
论文 Photographic Image Synthesis with Cascaded Refinement Networks

2016

2016-04-17
Programming Collective Intelligence 笔记
2016-04-04
A Few Useful Things to Know about Machine Learning 笔记
2016-04-03
The Discipline of Machine Learning 笔记
2016-02-05
Natural Language Processing with Python 笔记

2015

2015-09-05
Natural Language Processing 课程笔记
2015-07-15
Machine Learning 课程笔记
2015-06-28
Marcus Hunter 的 AI 图书推荐