Tan Ngoc Pham 's Projects
An automated approach for Billiard balls detecting problem
This is my project for CS106 homework - use uninformed and informed search to upgrade auto mode for Sokoban game
Công Cụ Biểu Diễn Đồ Thị Lớn và Trích Đồ Thị Con
Practice Competitive Programming
This is my repo for CS106 - Artificial Intelligence, Spring 2021, University of Information Technology, Vietnam National University - HCMC
This is my repo for CS111, Principles and Methods of programming
This is our repo for CS112 - Design and Analysis of Algorithm, Spring 2021, University of Information Technology, VNU HCM
CS116 - Python programming for Machine Learning
This is my repo for CS231 - Introduction to Computer Vision
CS410 - Neural network and Genetic algorithm
CS431 - Deep Learning techniques and applications
COVID-19 detecting with Deep Learning based
Deep learning approaches in detecting 14 different abnormalities via Chest X-Ray images
Simple tasks made with C++ for optimizing Computer Vision programs using Deep Learning
Investigating Q-Learning and DQN variants for Traffic Signal Control problem
DS102 - Statistical Machine Learning
Implement evolution algorithms to optimize so-called test functions in C++
Multiple techniques to enhance performance in CNN-based Image Retrieval systems
IT007 - Operating system
Solving knapsack using OR Tools and Genetic Algorithm
Official implementation for paper "LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching" (NeurIPS, 2023)
A technical blog project
OOP's final exam solution
Graph Convolutional Neural Network as an explainable Pneumonia classifier
A compact CLI to initialize projects
My résume
A demo React Native app for Multi-objective Evolutionary Neural Architecture Search
Segment Anything Model for Medical Image Segmentation: paper list and open-source project summary
Simulation experiments for optimizing objective function with Differential Evolution, Evolution Strategies and Cross Entropy Method (2 versions)
Official implementation for [Best Paper Award @ SoICT 2022] "Training-Free Multi-Objective and Many-Objective Evolutionary Neural Architecture Search with Synaptic Flow"