Implementation Code for the ICCASSP 2023 paper " Efficient Multi-Scale Attention Module with Cross-Spatial Learning" and is available at: https://arxiv.org/abs/2305.13563v2

Official PyTorch implementation of the Winner Award solution of NTIRE 2023 NonHomogeneous Dehazing Challenge (CVPR Workshop 2023).

[IEEE TIP 2024] DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention

[CVPR 2025] Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

This is the official PyTorch implementation of DehazeDCT. Our method achieves the second best performance in NTIRE 2024 Dense and NonHomogeneous Dehazing Challenge (CVPR workshop))

Installer & Activited Microsoft Office For MacOS

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

Network: FCN, U-Net, Unet+Resblock(DeepUNet), Squeeze+UNet, DenseNet+UNet(DenseUnet)...

Segmentation for vertebra in MR images

A memory-efficient implementation of DenseNets

A PyTorch implementation of DenseNet.

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet…

Implementation of UNET3+ in TensorFlow & PyTorch

Clean Implementation of Unet3+ and validation on Cityscapes dataset.

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Fast and memory-efficient exact attention

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

some attention implements

An implementation of CNN autoencoder for low dose CT scan de-scattering

Deep learning scatter correction for chest x-rays

Implementation of Super Resolution CNN in Keras.

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

Pytorch implementation of convolutional neural network visualization techniques

卷积神经网络实现的验证码识别