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Hao LIU's Projects

beijing_pm2.5 icon beijing_pm2.5

Assessing Beijing’s PM 2.5 pollution: severity, weather impact in R

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cs231n icon cs231n

Working through CS231n: Convolutional Neural Networks for Visual Recognition

heat_diffusion icon heat_diffusion

Resolve heat diffusion problems (1D, 2D) with differential equations in C++

pytorch-ssd icon pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

signup icon signup

Information about signing up for a free Epic Games account, and getting access to UnrealEngine source code.

transferlearningclassification icon transferlearningclassification

Li Xuhong, Yves Grandvalet, and Franck Davoine. "Explicit Inductive Bias for Transfer Learning with Convolutional Networks." In ICML 2018.

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