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

Convolution and Transposed Convolution as Matrix Multiplication

 09-08-2021 09-08-2021 blog 10 minutes read (About 1514 words)
Understand Convolution and Transposed Convolution from a Different View

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

Neural Network 1 x 1 Convolution Horizontal Fusion

 05-20-2021 05-20-2021 blog 6 minutes read (About 945 words)
Mathematical Foundations for $1 \times 1$ Convolution Horizontal Fusion

 
Deep Learning  
  Read More

Neural Network Batch Normalization Fusion

 05-10-2021 08-14-2022 blog 14 minutes read (About 2050 words)
Mathematical Foundations for Batch Normalization Fusion

 
Deep Learning  
  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

Mean Average Precision mAP for Object Detection

 04-12-2021 04-12-2021 blog 9 minutes read (About 1344 words)
Common Detection Evaluation Metric

 
Deep Learning, 
Computer Vision, 
Object Detection  
  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

PyTorch Pruning

 02-18-2021 02-18-2024 blog 12 minutes read (About 1834 words)
PyTorch Pruning for Creating Sparse Neural Networks

 
Deep Learning, 
Neural Network, 
PyTorch, 
Pruning  
  Read More

Simple Inference Server

 12-30-2020 12-30-2020 project 7 minutes read (About 979 words)
Running Machine Learning Inference as Service from Scratch

 
Machine Learning, 
Deep Learning, 
Python, 
Inference  
  Read More

ONNX Runtime C++ Inference

 12-23-2020 04-02-2025 blog 7 minutes read (About 1023 words)
ONNX Runtime C++ Inference Example

 
CPP, 
Deep Learning, 
Software Engineering, 
ONNX  
  Read More

Minimax Game for Training Generative Adversarial Networks

 10-07-2020 05-07-2023 blog 10 minutes read (About 1426 words)
Some Intuitions to Training Generative Adversarial Networks

 
Deep Learning, 
Generative Adversarial Networks, 
Optimization, 
GAN, 
Neural Networks  
  Read More
Previous
Next
  • 1
  • …
  • 4
  • 5
  • 6
  • 7
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

Posts

1092

Categories

8

Tags

703

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog517
  • essay278
  • life239
  • miscellaneous2
  • photography8
  • project20
  • reading8

follow.it

Recents

06-15-2025

Lake Cunningham Regional Park

photography

06-15-2025

PyPI Package Supported Python Versions

blog

06-14-2025

Round Valley Regional Preserve

photography

06-14-2025

Round Valley Regional Preserve 徒步

life

06-11-2025

电动车的噪音

essay

Archives

  • June 202514
  • May 202527
  • April 202521
  • March 202525
  • February 202521
  • See All >>

Tags

Outdoors243
Hiking184
California174
CPP110
Mathematics92
Deep Learning81
CUDA50
Running48
Software Engineering35
Machine Learning34
Python33
Racing31
Statistics31
Linux30
Park30
Movie28
Docker26
China25
Physics24
Museum23
See All >>
Lei Mao's Log Book

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

×