ShuGuoJ's repositories
liif
Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
cogdl
CogDL: An Extensive Toolkit for Deep Learning on Graphs
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
volo
VOLO: Vision Outlooker for Visual Recognition
detr
End-to-End Object Detection with Transformers
ClusterGCN
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
DeepHyperX
Deep learning toolbox based on PyTorch for hyperspectral data classification.
HybridSN
A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
MDL4OW
S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3018879.
einops
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
res-mlp-pytorch
Implementation of ResMLP, an all MLP solution to image classification, in Pytorch
tqdm
A Fast, Extensible Progress Bar for Python and CLI
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
CNN_Enhanced_GCN
Q. Liu, L. Xiao, J. Yang and Z. Wei, "CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3037361.
SGC
official implementation for the paper "Simplifying Graph Convolutional Networks"
Deformable-ConvNets
Deformable Convolutional Networks
nn_vis
A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.
Deformable-Convolution-V2-PyTorch
Deformable ConvNets V2 (DCNv2) in PyTorch
DBSR
Deep Blind Hyperspectral Image Super-Resolution
Depix
Recovers passwords from pixelized screenshots