The 2016 paper Personal Recommendation Using Deep Recurrent Neural Networks in NetEase proposes a session-based recommender system for e-commerce based on a ...
ResNet is proposed in the 2015 paper Deep Residual Learning for Image Recognition to solve the problem of the increasing difficulty to optimize parameters in...
F-RankClass stands for Feature-Enhanced RankClass. It is an algorithm for joint text and image classification. The F-RankClass project began as a class proje...
After building the Goose Dataset and using it to run object detection experiments, I thought of another application with the dataset: generating artificial g...
This is a real-time object detection system based on the You-Look-Only-Once (YOLO) deep learning model. I did a similar project at the AI Bootcamp for Machin...
The Goose Dataset is released on GitHub. In addition to the images and annotations, I also implemented some APIs that allow people to load the data similar t...
This is an exploratory project for me to apply different Machine Learning (ML) models and techniques and have a better understanding of how each of them work...
These are my summary notes that I brought to the open-note exams when I took ECE 534: Random Processes at UIUC back in Spring 2011. This part covers Sections...
Setting up the site.