JiahongChen

FRAN

This repo provides source code for cross-domain machine fault diagnosis using an unsupervised domain adaptation approach (Feature Representation Alignment Networks).

ResNet-decoder

Encoder-decoder architecture using ResNet and transposed ResNet (resnet 50, resnet 101)

Set-up-deep-learning-frameworks-with-GPU-on-Google-Cloud-Platform

This repo provides a guide to set up the GPU environment for deep learning frameworks (TensorFlow, PyTorch) on the Google Cloud Platform.

multiGPU

Test code for running PyTorch deep learning models using multiple GPUs.

d2l-pytorch-implementation

This repo provides Pytorch implementation for codes in the book "Dive Into Deep Learning" (http://d2l.ai/) and course Berkeley STAT 157 (https://courses.d2l.ai), which gives a brief tutorial on deep learning methods.

da-dataset

Scripts to download domain adaptation dataset (gta, synthia, cityscapes)

MVI

This repo provides source code for MVI paper: Mutual Variational Inference: An Indirect Variational Inference Approach for Unsupervised Domain Adaptation

resnet-pytorch

This repo replicates the ResNet on MNIST/FashionMNIST dataset, using PyTorch torchvision model. The torchvision model is reused by splitting the ResNet into a feature extractor and a classifier. And the training is conducted with/without the pre-trained model.

Discriminative-Feature-Alignment

Discriminative Feature Alignment for Unsupervised Domain Adaptation

draw_convnet

frontier_exploration

ROS Node and Costmap 2D plugin layer for frontier exploration

MCD_DA

react-native-authentication

Realtime-Video-Magnification

An OpenCV/Qt based realtime application to magnify motion and color in videos and camerastreams

WSN-SAE

This repo provides source code for optimizing sensor sampling locations in wireless sensor networks using spatiotemporal autoencoder.