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全部 ²⁰ Deep Learning ⁶ Bayesian ⁵ NLP ⁴ Math ⁴ 摸鱼 ³ Machine Learning ³ CV ² Meta Learning ² 分布式 ¹ 主机 ¹ Machine Translation ¹ Text Classification ¹ Image Captioning ¹ Image Aesthetic Captioning ¹ Continual Learning ¹

2021

PC 算法

贝叶斯网络与其结构学习算法

凌乱的 PyTorch 笔记

PyTorch 能有什么坏心思呢

2020

关于博客的碎碎念

部署、优化以及乱七八糟的事

Bayesian MAML

MAML 的贝叶斯解释

Regularization-based Continual Learning

EWC / Online EWC / IS / MAS ...

BOCD

Bayesian Online Changepoint Detection

贝叶斯神经网络

万恶的贝叶斯嗷，真的学得会吗

元学习：一种套娃算法

Meta Learning: Learning to Learn

Transformer

试图理一理 Transformer

乱七八糟的知识点

Messy Notes (NLP)

三月大锅烩

Papers Reading: Machine Translation / Text Classification / Image Captioning

图像美感评估

A Survey on Image Aesthetic Assessment

「译」游戏中的游吟诗人的神秘魅力

The world’s second-oldest profession has a long history of nonviolence in video games

2019

RACF 实验

RACF Experiments

RNN 和它的朋友们

RNN, LSTM, GRU ...

2018

线性代数笔记

Note of Linear Algebra

Dynamo 论文总结

Note about Dynamo

《塞尔达传说：荒野之息》&《地平线：黎明时分》联动

The Legend of Zelda: Breath of the Wild & Horizon: Zero Dawn

p-value

Something about p-value

NLP 不入门直接放弃

How to give up NLP