Jiawen Yao's repositories
coma
Convolutional Mesh Autoencoders for Generating 3D Faces
LocalSpecGCN
Source code for paper "Local Spectral Graph Convolution for Point Set Feature Learning"
3D-Machine-Learning
A resource repository for 3D machine learning
DSB2018
Data Science Bowl 2018
the-elements-of-statistical-learning-notebooks
Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
data-science-bowl-2018
End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
pixel2Mesh
Single image to mesh reconstruction using a graph-based convolutional neural network
ImageCaptioning.pytorch
image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)
tech-interview-handbook
💯 Algorithms, front end and behavioral content for rocking your coding interview
LSD_Foreground_Detection
This contains source codes of TIP15 and ICME14 work
FTVNNR_Dynamic_MRI
This contains source codes of MedIA18 paper
kaggle-web-traffic
1st place solution
tf-faster-rcnn
Tensorflow Faster RCNN for Object Detection
caption-guided-saliency
Supplementary material to "Top-down Visual Saliency Guided by Captions" (CVPR 2017)
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
PRML
PRML algorithms implemented in Python
YAD2K
YAD2K: Yet Another Darknet 2 Keras
clevr-iep
Inferring and Executing Programs for Visual Reasoning
Challenge_DataDreams
This is for DataDreams Challenge in China
OSVOS-TensorFlow
One-Shot Video Object Segmentation
finch
Lots of My (Machine Learning) Implementations based on TensorFlow / PyTorch (Keep Updating)
segmentation_keras
DilatedNet in Keras for image segmentation