Xiaofei Wang's Projects
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
Official repository of "Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution"
pytorch,transfer learning based on inception_v4
A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
DeepVis Toolbox
Simplified version implementation of "Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs"
Database and code of our MICCAI20 paper: "DeepGF: Glaucoma Forecast Using the Sequential Fundus Images"
MICCAI23 paper: "Multi-task Learning of Histology and Molecular Markers for Classifying Diffuse Glioma"
DenseNet Implementation in Tensorflow
Code for the kaggle challenge: Diabetic Retinopathy Detection (TensorFlow)
PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
A memory-efficient implementation of DenseNets
tensorflow example of visualizing features from a convnet
Personal Webpage at https://franciszchen.github.io/
Generalization Tower Network
Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.
Codes related to the paper "On hallucinations in tomographic imaging"
the first project in this new account
Models and examples built with TensorFlow
nothing
paper analyzing and related codes
Paper and code link of our MICCAI19 paper: 'Pathology-aware network visualization and its application in glaucoma image synthesis'
Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"
This is an updated version of Campbell Barton and Witold Jaworski's pypredef_gen.py script that generates stubs of blender's python API
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)