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, 
Conference, 
ICML  
  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

1176

Categories

8

Tags

740

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog531
  • essay298
  • life262
  • miscellaneous2
  • photography35
  • project20
  • reading8

follow.it

Recents

09-09-2025

2025 年再次感染 COVID-19

essay

09-08-2025

TensorRT Plugin Version and Namespace

blog

08-31-2025

August 2025 Random Photos

photography

08-27-2025

Illegal Memory Access and Segmentation Fault

blog

08-24-2025

Alviso Marina County Park

photography

Archives

  • September 20252
  • August 202526
  • July 202523
  • June 202547
  • May 202527
  • See All >>

Tags

Outdoors266
Hiking201
California197
CPP113
Mathematics98
Deep Learning83
CUDA57
Running51
Photography42
Software Engineering36
Machine Learning34
Python34
Racing33
Movie32
Statistics31
Linux30
Park30
China29
Bird26
Docker26
See All >>
Lei Mao's Log Book

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

×