Georg Wölflein's repositories
good-features
Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"
hoechstgan
This repository contains official code for the WACV 2023 paper "HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial Networks".
clothoidlib
Fast and efficient computation of clothoid parameters in Python.
neural-surfing
A research-oriented project into the local minimum problem in neural networks and a new training technique.
das-mil
Deep Multiple Instance Learning with Distance-Aware Self-Attention
barspoon-transformer
A transformer architecture for pathological whole slide images.
differentiable_volumetric_rendering
This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"
georg-wolflein.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
HistoSSLscaling
Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., MedRxiv (2023).
ivy
The Unified Machine Learning Framework
moderncv
A modern curriculum vitae class for LaTeX
notion-scholar
Reference management solution using Python and Notion.
OpenDevin
🐚 OpenDevin: Code Less, Make More
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
pytorch_optimizer
optimizer & lr scheduler & loss function collections in PyTorch
shiprec
Scalable histopathology image preprocessing and feature extraction
STAMP
Solid Tumor Associative Modeling in Pathology
tueplots
Figure sizes, font sizes, fonts, and more configurations at minimal overhead. Fix your journal papers, conference proceedings, and other scientific publications.
wsi-preprocessing
End-to-end pipeline to go from raw H&E slides to normalised extracted features for training