Hung Tuan Nguyen

Hung Tuan Nguyen

Pattern Recognition & Machine Learning

Blog posts

2020

Stroke Segmentation by FCN

less than 1 minute read

Published:

This paper I will try to replicate their experiments on the paper.

2018

Build TF from source on Windows

6 minute read

Published:

0. Environment

  • I verified the following steps on Windows Server 2012 R2 (Standard) 64bit with Microsoft Visual Studio Community 2015 Update 3 and TF 1.12 version.

CTC in Tensorflow

1 minute read

Published:

Connectionist Temporal Classification (CTC) was proposed by Alex Graves in

R2E and R4E

less than 1 minute read

Published:

https://blogs.nvidia.com/blog/2017/12/11/top-5-things-enterprise/

2017

Autoencoder

less than 1 minute read

Published:

https://arxiv.org/pdf/1606.03498.pdf

Notes

less than 1 minute read

Published:

OpenAI

Software License

6 minute read

Published:

Software licenses and Rights

Install Scientific Development Environment for Mac OSX 10.6.8

1 minute read

Published:

It could take enormous time for installing some packages and preparing for a scientific development environment because this is an old version of Mac OSX (since 2009). In this tutorial, I will present how to install netCDF, python and boost using Homebrew.

ICDAR 2017

1 minute read

Published:

Topics

My interesting topics

NLP Basic

less than 1 minute read

Published:

Clustering

3 minute read

Published:

CLustering

Chu Nom

14 minute read

Published:

Nom database

Awesome RNNs

24 minute read

Published:

Awesome Recurrent Neural Networks

2015

LSTM Related

less than 1 minute read

Published:

  1. RNN
    1. Sequence labeling task
  2. LSTM
    1. Original structure
    2. Variant
    3. Learning algorithm
  3. Applications/Experiments
    1. Sequence to sequence… Grammar to Foreign Language here
  4. Framework/Library support
  5. References

Useful links

less than 1 minute read

Published:

2015/11 Links

Tensorflow Installation

less than 1 minute read

Published:

  1. Ubuntu Server tips
    • Monitor Linux Performance using commandline with top, sudo iotop, nvidia-smi here
  2. TensorFlow
  3. Performance
    • Compare different framework/library of deep learning by @soumith at here
    • Details of benchmark for Tensorflow and Torch here from @soumith

2009