Weijian Xu's starred repositories
py-hausdorff
Fast computation of Hausdorff distance in Python
texture-vs-shape
Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)
tencent-ml-images
Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet
OIDv4_ToolKit
Download and visualize single or multiple classes from the huge Open Images v4 dataset
loss-landscape
Code for visualizing the loss landscape of neural nets
Deep_Metric
Deep Metric Learning
supervised-reptile
Code for the paper "On First-Order Meta-Learning Algorithms"
pytorch-saliency
Real-time image saliency 🌠 (NIPS 2017)
inplace_abn
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
Synchronized-BatchNorm-PyTorch
Synchronized Batch Normalization implementation in PyTorch.
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
OCNet.pytorch
Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
senet.pytorch
PyTorch implementation of SENet
FewShot-CVPR
Few-Shot Image Recognition by Predicting Parameters from Activations
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.