[ICLR2025] Kolmogorov-Arnold Transformer

Easy and Clear Pipeline With LLM-Automation to Preprocess Medical Image for Everybody

Tool for robust segmentation of >100 important anatomical structures in CT and MR images

Reinforcement learning for deformable image registration, AAAI 2022

Public release versions of the Tool for Particle Simulation described at topasmc.org

This is the repository for the paper published in Medical Physics: "Synthetic CT generation from MRI using 3D transformer-based denoising diffusion model".

Official repo of a Medical Physics paper titled "CBCT-Based Synthetic CT Image Generation Using Conditional Denoising Diffusion Probabilistic Model"

The official repository of the paper "DeepM2CDL: Deep Multi-scale Multi-modal Convolutional Dictionary Learning Network" from IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Standardized Environment for Radiomics Analysis

Auto-ML python code for radiomics analysis

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)