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Hi I'm Tuan!

I am a Ph.D. student at Monash University with a focus on deep learning and computer vision.

  • 🌍  I'm based in Melbourne city
  • 🖥️  See my portfolio at tuanrpt
  • 🧠  I'm studying domain adaptation, transfer learning, learning with limited labels, and optimal transport
  • 🚀  I'm also working at Monash University as a Teaching Associate
  • 🤝  I'm open to collaborating on interesting projects
  • ⚡  “It Always Seems Impossible Until It Is Done!” (This is my secret inspirational quote from Nelson Mandela)

Skills

Python C# C++ Git Java JavaScript PHP HTML5 Bootstrap MySQL Flask Laravel Illustrator Photoshop

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Tuan Nguyen's Projects

dckm icon dckm

Deep Cost-sensitive Kernel Machine Model - PAKDD 2020

diagioihanhchinhvn icon diagioihanhchinhvn

Địa giới hành chính (tỉnh,huyện,xã) của VN có kèm tọa độ. Cập nhật ngày 05/10/2017

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

lamda icon lamda

LAMDA: Label Matching Deep Domain Adaptation - ICML 2021

most icon most

Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning - UAI 2021

papers icon papers

Summaries of machine learning papers

pixel-cnn icon pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

random-fourier-features icon random-fourier-features

Implementation of random Fourier features for kernel method, like support vector machine or Gaussian process model

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

vector_similarity icon vector_similarity

Python, Java implementation of TS-SS called from "A Hybrid Geometric Approach for Measuring Similarity Level Among Documents and Document Clustering"

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