Lei Mao's Log Book
Lei Mao's Log BookCurriculumBlogArticlesProjectsPublicationsReadingsLifeEssayPhotographyArchivesCategoriesTagsFAQs
  • Tags
  • Machine Learning

ICML 2025 Area Chair Experience

 05-03-2025 05-03-2025 blog 8 minutes read (About 1181 words)
First Time Serving as ICML Area Chair

 
Machine Learning, 
Deep Learning, 
ICML, 
Conference  
  Read More

Variational Autoencoder

 06-02-2024 06-02-2024 blog 26 minutes read (About 3899 words)
Optimizing Probabilistic Models with Latent Variables

 
Machine Learning, 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference, 
Variational Autoencoder, 
VAE  
  Read More

Neural Network Mixed Precision Training

 01-31-2023 04-26-2024 blog 15 minutes read (About 2215 words)
Accelerated Low Bit-Width Neural Network Training

 
Machine Learning, 
Deep Learning, 
Mathematics  
  Read More

Exponential Moving Average

 01-26-2023 02-28-2023 blog 7 minutes read (About 1003 words)
Neural Network Training Trick Improves Model Generalization

 
Machine Learning, 
Deep Learning, 
Statistics, 
Mathematics  
  Read More

Automatic Differentiation

 02-21-2022 06-28-2023 article 34 minutes read (About 5117 words)
Mathematical Foundations to Neural Network Optimization

 
Machine Learning, 
Deep Learning, 
Mathematics, 
Mathematical Optimization  
  Read More

ONNX IO Stream

 01-03-2022 05-01-2025 blog 3 minutes read (About 477 words)
Hard Drive Free ONNX IO

 
Machine Learning, 
Deep Learning, 
ONNX  
  Read More

ResNet CIFAR Classification Using LibTorch C++ API

 07-01-2021 07-01-2021 blog 6 minutes read (About 837 words)
User Experience on LibTorch C++ API

 
Machine Learning, 
Deep Learning, 
CPP, 
PyTorch, 
LibTorch  
  Read More

Non-Autoregressive Model and Non-Autoregressive Decoding for Sequence to Sequence Tasks

 04-27-2021 04-27-2021 blog 19 minutes read (About 2780 words)
Enable Parallelized Non-Autoregressive Decoding Process for Sequence to Sequence Tasks

 
Machine Learning, 
Deep Learning  
  Read More

Autoregressive Model and Autoregressive Decoding for Sequence to Sequence Tasks

 04-26-2021 04-26-2021 blog 17 minutes read (About 2523 words)
Understand Autoregressive Models for Sequence to Sequence Tasks

 
Machine Learning, 
Deep Learning  
  Read More

Pruning for Neural Networks

 03-01-2021 03-01-2021 article 14 minutes read (About 2172 words)
Mathematical Foundations to Neural Network Pruning

 
Machine Learning, 
Deep Learning, 
Mathematics  
  Read More

Bootstrap Methods

 01-31-2021 01-31-2021 blog 8 minutes read (About 1183 words)
Using Bootstrap Distribution to Approximate Sampling Distribution

 
Machine Learning, 
Statistics  
  Read More

Gibbs Sampling

 01-25-2021 01-25-2021 blog 21 minutes read (About 3169 words)
Sampling Method for Multivariate Joint Distributions

 
Machine Learning, 
Statistics  
  Read More
Previous
Next
  • 1
  • 2
  • 3
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

Posts

1197

Categories

8

Tags

750

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog537
  • essay304
  • life267
  • miscellaneous2
  • photography39
  • project20
  • reading8

follow.it

Recents

10-10-2025

Setting Up Environment Variables In SSH Sessions Over TCP On Runpod

blog

10-08-2025

Setting Up Remote Development Using Custom Template On Runpod

blog

10-07-2025

恶魔阿萨谢尔在召唤你

essay

10-04-2025

Bair Island

photography

10-04-2025

汉堡王 Monster 套餐

essay

Archives

  • October 20257
  • September 202515
  • August 202527
  • July 202523
  • June 202547
  • See All >>

Tags

Outdoors272
Hiking206
California203
CPP114
Mathematics100
Deep Learning84
CUDA61
Running52
Photography47
Software Engineering36
Machine Learning34
Python34
Racing34
Movie32
Statistics31
Bird30
Linux30
Park30
Wildlife30
China29
See All >>
Lei Mao's Log Book

© 2017-2025 Lei Mao  Powered by Hexo & Icarus
Site UV:  Site PV:

×