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stand-alone-self-attention-in-vision-models

Pytorch implementation of the paper Stand-Alone Self-Attention in Vision Models

stand-alone-self-attention-in-vision-models-

Reproduced and confirmed the results from above NIPS 2019 research paper for course project.

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

syndeeplesion

Synthesized DeepLesion for Metal Artifact Reduction

tpu

Reference models and tools for Cloud TPUs.

uformer

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

ug2_deraining

[CVPRW 2023] Official solution of Team HUST_VIE for UG2+ Challenge Track 3 GT-RAIN Challenge

unetplusplus

Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018

unpaired-gancs

This code implements the recovery of image x from the undersampled measurements y when the pair (x,y) is not avaialble for training. However, we know the images, say \tilde{x}, from another relevant image dataset that can guide us to recover the ground-truth x from y. This is important for medical imaging applications where usually one doesn't have access to high-resolution datastes for all organs.

vision_transformer

weatherdiffusion

2023-TPAMI-Restoring vision in adverse weather conditions with patch-based denoising diffusion models

wgan

Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)

wgan-vgg-pytorch

Pytorch Implementation of Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss

witunet-

2024-arxiv-Witunet A u-shaped architecture integrating cnn and transformer for improved feature alignment and local information fusion.