hongxu-yang Goto Github PK

boxes_tightness_prior

Oral presentation at MIDL 2020 - Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision

context-aware-consistency

Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

cr_semi

CR-Semi: Contrastive Rendering with Semi-supervised Learning for Ovary and Follicle Segmentation from 3D Ultrasound

diffuserecon

Towards performant and reliable undersampled MR reconstruction via diffusion model sampling

exposure

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

gatedcrfloss

inextremis

Official PyTorch implementation of InExtremIS

invdn

Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).

neighbor2neighbor

Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images

plane-detection

Automatic tool for standard plane localisation in 3D ultrasound

rl-medical

Communicative Multiagent Deep Reinforcement Learning for Anatomical Landmark Detection using PyTorch.

scribbleda

semi_cotrast_seg

semiseg-contrastive

sizeloss_wss

Code of our MIDL 2018 paper and MedIA extension: https://arxiv.org/abs/1805.04628

spol

Codes for CVPR2021 paper "Shallow Feature Matters for Weakly Supervised Object Localization"

super-resolution.benckmark

Benchmark and resources for single super-resolution algorithms

syndiff

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

synthseg

Contrast-agnostic segmentation of MRI scans

transunet

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

usrnet

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

wsis-boundingbox

Pytorch implementation for paper "Bounding Box Tightness Prior for Weakly Supervised Image Segmentation" accepted in MICCAI 2021