sten2lu
Machine Learning Research in Active Learning with past experiences in Uncertainty Prediction, Anomaly Detection and Generative Modeling.
PhD Student @Interactive Machine Learning Group; DKFZ / Helmholtz ImagingHeidelberg
Pinned Repositories
fd-shifts
A Benchmark for Failure Detection under Distribution Shifts in Image Classification
nnunet-workshop
realistic-al
cOOpD
nnUNet
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
autoregressive-energy-machines
Autoregressive Energy Machines
cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels
cookiecutter-python
Cookiecutter for python projects
crossnote
📝 An interesting markdown note taking application
sten2lu's Repositories
sten2lu/albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
sten2lu/autoregressive-energy-machines
Autoregressive Energy Machines
sten2lu/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels
sten2lu/cookiecutter-python
Cookiecutter for python projects
sten2lu/crossnote
📝 An interesting markdown note taking application
sten2lu/DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch
DCGAN LSGAN WGAN-GP DRAGAN PyTorch
sten2lu/easy_text_parse
sten2lu/explain
sten2lu/hackathon_enbw
code repo. for our group
sten2lu/LearnablePromptSAM
Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation
sten2lu/lightning-flash
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
sten2lu/lightning-hydra-template
PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡
sten2lu/lion-pytorch
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
sten2lu/lsr_mood_challenge_2020
Code for the Medical Out of Distribution challenge 2020
sten2lu/nnUNet
sten2lu/quadratic
Quadratic | Data Science Spreadsheet
sten2lu/realistic-ssl-evaluation
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
sten2lu/SciencePlots
Matplotlib styles for scientific plotting
sten2lu/stable-diffusion-webui
Stable Diffusion web UI
sten2lu/sten2lu.github.io
A simple website
sten2lu/the-art-of-command-line
Master the command line, in one page
sten2lu/TTUR
Two time-scale update rule for training GANs
sten2lu/vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
sten2lu/WassersteinGAN
sten2lu/wetterdienst
Open weather data for humans