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SAGAN's Projects

adaptsegnet icon adaptsegnet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

dis icon dis

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

infinigen icon infinigen

Infinite Photorealistic Worlds using Procedural Generation

kiu-net-pytorch icon kiu-net-pytorch

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

medical-transformer icon medical-transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

microast icon microast

Official Pytorch code for "MicroAST: Towards Super-Fast Ultra-Resolution Arbitrary Style Transfer" (AAAI 2023)

sagan icon sagan

Semantic aware GAN for rib segemntaion

san-saw icon san-saw

This is the code related to "Semantic-Aware Domain Generalized Segmentation" (CVPR 2022)

ssl4mis icon ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

transunet icon transunet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

unext-pytorch icon unext-pytorch

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

utnet icon utnet

Official implementation of UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation

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