Pinned Repositories
1
trying
A2S2K-ResNet
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
axial-positional-embedding
Axial Positional Embedding for Pytorch
CBAM.PyTorch
Non-official implement of Paper：CBAM: Convolutional Block Attention Module
convolution-vision-transformers
PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
CvT
This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
External-Attention-pytorch
Pytorch implementation of various Attention Mechanism
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".
HyFTech-Hyperspectral-Shallow-Deep-Feature-Extraction-Toolbox
This Toolbox includes Hyperspectral Feature Extraction Techniques including Unsupervised, Supervised, and Deep Feature Extraction
IEEE_TGRS_SpectralFormer
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022
ZHOUWeilian's Repositories
ZHOUWeilian/convolution-vision-transformers
PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
ZHOUWeilian/CvT
This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
ZHOUWeilian/External-Attention-pytorch
Pytorch implementation of various Attention Mechanism
ZHOUWeilian/IEEE_TGRS_SpectralFormer
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022
ZHOUWeilian/axial-positional-embedding
Axial Positional Embedding for Pytorch
ZHOUWeilian/Cream
This is a collection of our NAS and Vision Transformer work.
ZHOUWeilian/DeepHyperX-2
The another version of DeepHyperX
ZHOUWeilian/einops
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
ZHOUWeilian/F2HNN
Hyperspectral Image Classification Using Feature Fusion Hypergraph Convolution Neural Network
ZHOUWeilian/HSI_SSFTT
This is the code package for Spectral-Spatial Feature Tokenization Transformer for Hyperspectral Image Classification
ZHOUWeilian/HyperAE
Hypergraph Structured Deep Auto-encoders for Hyperspectral Image Clustering and Semi-Supervised Classification
ZHOUWeilian/Leetcode_diary
Leetcode is all you need
ZHOUWeilian/LibFewShot
LibFewShot: A Comprehensive Library for Few-shot Learning.
ZHOUWeilian/Linear-Attention-Mechanism
ZHOUWeilian/LocalViT
ZHOUWeilian/MLP-Mixer-pytorch
Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision
ZHOUWeilian/multidim-positional-encoding
An implementation of 1D, 2D, and 3D positional encoding in pytorch
ZHOUWeilian/pit
ZHOUWeilian/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
ZHOUWeilian/Recurrent-Neural-Networks-from-scratch-using-PyTorch
LSTM, RNN and GRU implementations using Pytorch
ZHOUWeilian/Remote-Sensing-Image-Classification
Remote sensing image classification based on deep learning
ZHOUWeilian/s3prl
Self-Supervised Speech Pre-training and Representation Learning Toolkit.
ZHOUWeilian/self-attention-cv
Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
ZHOUWeilian/SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
ZHOUWeilian/SpecTr
ZHOUWeilian/SSTN
PyTorch Implementation of SSTNs for hyperspectral image classifications from the IEEE T-GRS paper "Spectral-Spatial Transformer Network for Hyperspectral Image Classification: A FAS Framework."
ZHOUWeilian/T2T-ViT
ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
ZHOUWeilian/THU-HyperG
ZHOUWeilian/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
ZHOUWeilian/vision_transformer