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Xiaofei Wang's Projects

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

cf-net icon cf-net

Official repository of "Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution"

clevr-dataset-gen icon clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

deep.learning.diabetic.retinopathy icon deep.learning.diabetic.retinopathy

Simplified version implementation of "Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs"

deepgf icon deepgf

Database and code of our MICCAI20 paper: "DeepGF: Glaucoma Forecast Using the Sequential Fundus Images"

deepmo-glioma-code icon deepmo-glioma-code

MICCAI23 paper: "Multi-task Learning of Histology and Molecular Markers for Classifying Diffuse Glioma"

edsr-pytorch icon edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

gtn icon gtn

Generalization Tower Network

guided-attention-inference-network icon guided-attention-inference-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.

models icon models

Models and examples built with TensorFlow

patho-gan icon patho-gan

Paper and code link of our MICCAI19 paper: 'Pathology-aware network visualization and its application in glaucoma image synthesis'

pixel-cnn icon pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

pycharm-blender icon pycharm-blender

This is an updated version of Campbell Barton and Witold Jaworski's pypredef_gen.py script that generates stubs of blender's python API

pytorch-cifar100 icon pytorch-cifar100

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)

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