Lei Mao's Log Book
Lei Mao's Log BookCurriculumBlogArticlesProjectsPublicationsReadingsLifeEssayPhotographyArchivesCategoriesTagsFAQs
  • Tags
  • Mathematics

CuTe Layout Algebra

 10-20-2024 07-14-2025 article 2 hours read (About 19874 words)
Mathematical Fundamentals to CUTLASS Computing

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe, 
Category Theory  
  Read More

Sobel Operator

 10-14-2024 10-14-2024 blog 8 minutes read (About 1153 words)
Approximating the Derivatives of the Image Intensity Function

 
Computer Vision, 
Python, 
Mathematics, 
Computer Science  
  Read More

Volume Rendering

 07-20-2024 07-20-2024 blog 11 minutes read (About 1587 words)
Mathematical Model for Volume Rendering

 
Computer Vision, 
Mathematics, 
Computer Graphics, 
Volume Rendering, 
Ray Casting  
  Read More

Parameter Importance Approximation Via Taylor Expansion In Neural Network Pruning

 06-20-2024 07-07-2024 blog 12 minutes read (About 1778 words)
Scoring Neural Network Parameter Importance Faster

 
Deep Learning, 
Mathematics, 
Taylor Expansion, 
Neural Network Pruning  
  Read More

PyTorch Variational Autoencoder

 06-14-2024 06-14-2024 blog 19 minutes read (About 2921 words)
Implementing Variational Autoencoder in PyTorch

 
Deep Learning, 
Statistics, 
Probability, 
Mathematics, 
Neural Network, 
Bayesian Inference, 
PyTorch, 
Variational Autoencoder, 
VAE  
  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

CUDA Shared Memory Swizzling

 05-14-2024 07-31-2024 blog 26 minutes read (About 3899 words)
Dealing With CUDA Shared Memory Bank Conflicts Using Swizzling

 
Mathematics, 
CUDA, 
NVIDIA, 
GPU  
  Read More

Reparameterization Trick

 05-08-2024 05-08-2024 blog 12 minutes read (About 1749 words)
How Distribution of a Random Variable Changes when the Variable is Transformed in a Deterministic Way

 
Deep Learning, 
Statistics, 
Probability, 
Mathematics, 
Jacobian, 
Variational Autoencoder  
  Read More

Transformations of Random Variables

 04-28-2024 04-28-2024 blog 6 minutes read (About 862 words)
How Distribution of a Random Variable Changes When the Variable is Transformed in a Deterministic Way

 
Statistics, 
Probability, 
Mathematics, 
Jacobian  
  Read More

Marginal Likelihood Estimation

 04-21-2024 04-21-2024 blog 7 minutes read (About 1093 words)
Dealing with the Intractable Marginal Likelihood in Bayesian Inference

 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference  
  Read More

Expectation Maximization Algorithm

 04-15-2024 04-15-2024 blog an hour read (About 6724 words)
Optimizing Probabilistic Models with Latent Variables

 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference  
  Read More

Integration By Substitution

 04-08-2024 04-08-2024 blog 16 minutes read (About 2377 words)
Proof for Univariate and Multivariate Definite Integration by Substitution

 
Mathematics, 
Calculus, 
Jacobian  
  Read More
Previous
Next
  • 1
  • 2
  • 3
  • 4
  • …
  • 9
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

Posts

1424

Categories

8

Tags

833

  Follow   Sponsor

Advertisement


Categories

  • article21
  • blog583
  • essay360
  • life339
  • miscellaneous2
  • photography91
  • project20
  • reading8

follow.it

Recents

08-15-2026

Black Diamond Mines 煤矿参观体验

life

08-15-2026

Black Diamond Mines Regional Preserve 徒步

life

08-15-2026

Black Diamond Coal Mine Experience

photography

08-15-2026

Black Diamond Mines Regional Preserve

photography

08-14-2026

PyTorch Asynchronous Assert

blog

Archives

  • August 202611
  • July 202623
  • June 202621
  • May 202624
  • April 202618
  • See All >>

Tags

Outdoors344
California276
Hiking257
CPP122
Photography107
Mathematics103
Deep Learning87
Wildlife81
Running79
CUDA77
Bird75
Racing55
Movie44
Python38
Software Engineering36
Machine Learning35
China33
Linux33
NVIDIA32
Statistics32
See All >>
Lei Mao's Log Book

© 2017-2026 Lei Mao  Powered by Hexo & Icarus
Site UV:  Site PV:

×