FeAture Explorer

InstaGAN: Instance-aware Image Translation (ICLR 2019)

Official repository for InstaFormer: Instance-aware Image-to-Image Translation with Transformer (CVPR 2022)

SC-GAN: 3D self-attention conditional GAN with spectral normalization for multi-modal neuroimaging synthesis

Vision Transformers with Hierarchical Attention

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

Unpaired Image-to-Image Translation with Transformer-based GANs in PyTorch [WIP]

The code accompanying the comprehensive guide on HLUT specification.

A curated list of image inpainting and video inpainting papers and resources

SwinIR: Image Restoration Using Swin Transformer (official repository)

Taming Transformers for High-Resolution Image Synthesis

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

Readable Conditional Denoising Diffusion

Official PyTorch implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

[CVPR 2021]: The Spatially-Correlative Loss for Various Image Translation Tasks

Official Implementation of Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation (ICCV 2021)

Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation

Official Pytorch implementation of "Patch-wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising" (MICCAI 2022)

Official Pytorch implementation of "Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks" (CVPR 2022)

UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation

Generative Adversarial Transformers

Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]

Awesome CT Reconstruction

Translation of an image to a target image.

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

Perceptual Adversarial Networks (PAN) for Image-to-Image Transformation

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang