Name: Xiaofei Wang
Type: User
Company: Department of Clinical Neurosciences, University of Cambridge
Bio: Currently, I am focusing on the areas of deep learning, biomedical infomatics and medical image analysis.
Location: Cambridge
Blog: https://scholar.google.com/citations?hl=en&user=aIgV6n0AAAAJ
Xiaofei Wang's Projects
PyTorch implementations of Generative Adversarial Networks.
PyTorch implementation of Grad-CAM
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
PyTorch implementation of AlexNet
My Blender addon scripts, in no particular order.
ResNet-18 TensorFlow Implementation including conversion of torch .t7 weights into tensorflow ckpt
my resnet18 without bottleneck
眼底图像的血管分割
Retina blood vessel segmentation with a convolutional neural network
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.
Tensorflow-DenseNet with ImageNet Pretrained Models
VGG19 and VGG16 on Tensorflow
The purpose of this program is for studying. Using tensorflow trains the vgg16 and recognizes only two kinds of picture(cat and dog).
[TMI'2021] Temporal Memory Relation Network for Workflow Recognition from Surgical Video
U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597