suyanzhou626 Goto Github PK

pytorch_tiramisu

FC-DenseNet in PyTorch for Semantic Segmentation

pyvarinf

Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch

pywick

High-level batteries-included neural network training library for Pytorch

radam

On The Variance Of The Adaptive Learning Rate And Beyond

randomizedvaluefunctions

Randomized Value Functions via Multiplicative Normalizing Flows

ratlesnetv2

RatLesNetv2 is convolutional neural network for rodent brain lesion segmentation.

real-time-network

real-time network architecture for mobile devices and semantic segmentation

real-time-semantic-segmentation

lightweight and efficient cnn for semantic segmentation, my blog address:

reconet

Tensor Low-rank Reconstruction for Semantic Segmentation

regionwiseloss

reimplement_paper-

My reimplemet paper

reliability-challenges-uncertainty

Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation

remote-sensing-semantic-segmentation

rethinking_ohem_blog

retina-unet

Retina blood vessel segmentation with a convolutional neural network

retinal-vessel-segmentation-with-rotation-augmentation

The code for paper "DATA AUGMENTATION IS MORE IMPORTANT THAN MODEL ARCHITECTURES FOR RETINAL VESSEL SEGMENTATION " We utilize the retina-unet "https://github.com/orobix/retina-unet" as the basic code, but we change a lot of code and add the rotation augmentation ,which achieves the good result AUC 0.9814.

revisiting-self-supervised

revtorch

Framework for creating (partially) reversible neural networks with PyTorch

rf-net

rmi

This is the code for the NeurIPS 2019 paper Region Mutual Information Loss for Semantic Segmentation.

rnan

PyTorch code for our ICLR 2019 paper "Residual Non-local Attention Networks for Image Restoration"

robot-surgery-segmentation

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

rwr-gae

Code for the paper "RWR-GAE: Random Walk Regularized Graph Auto Encoder"

s-vae-pytorch

Pytorch implementation of Hyperspherical Variational Auto-Encoders

san

Exploring Self-attention for Image Recognition, CVPR2020.

sanet

Codes for MICCAI2021 paper "Shallow Attention Network for Polyp Segmentation"

scaleformer

scouter

SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition

scrn

Code of Stacked Cross Refinement Network for Edge-Aware Salient Object Detection (ICCV 2019)

seg-uncertainty

IJCAI2020 & IJCV 2020 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo