zwvews's repositories
zwvews.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
detr
End-to-End Object Detection with Transformers
tutorials
PyTorch tutorials.
Deformable-DETR
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
gen-vlkt
Code for our CVPR 2022 Paper "GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection"
CLIP
Contrastive Language-Image Pretraining
LibFewShot
LibFewShot: A Comprehensive Library for Few-shot Learning.
DomainBed
DomainBed is a suite to test domain generalization algorithms
examples
Example deep learning projects that use wandb's features.
CKA-similarity
An Numpy and PyTorch Implementation of CKA-similarity with CUDA support
dgl-lifesci
Python package for graph neural networks in chemistry and biology
dmol-book
Deep learning for molecules and materials book
FedML
(PyTorch > 1.0) A Research-Oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation
mixup-cifar10
mixup: Beyond Empirical Risk Minimization
pytorch-cifar
95.16% on CIFAR10 with PyTorch
PySyft
A library for encrypted, privacy preserving machine learning
learning-not-to-learn
[CVPR2019]Learning Not to Learn : An adversarial method to train deep neural networks with biased data
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
retina-unet
Retina blood vessel segmentation with a convolutional neural network
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
CovaMNet
The code of "Distribution Consistency based Covariance Metric Networks for Few-shot Learning", AAAI 2019.
Non-local_pytorch
Implementation of Non-local Block.
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
VAT-pytorch
Virtual Adversarial Training (VAT) implementation for PyTorch