mlaves

well-calibrated-regression-uncertainty

Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".

imes4d

Python modules for 4D image processing of optical coherence tomographies.

bayesian-temperature-scaling

Code for "Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference" (NeurIPS Bayesian Deep Learning Workshop)

uncertainty-deep-image-prior

On Uncertainty Estimation in Medical ImageDenoising with Bayesian Deep Image Prior

census-transform-pytorch

Implementation of the non-parametric census transform as PyTorch layer.

uncertainty-midl

Code for uncertainty estimation in computer-aided diagnosis for MIDL 2019 submission.

3doct-pose-dataset

A data set containing 3D volumetric OCTs and the corresponding 6D acquisition poses.

oct-classification-vae-regularization

Code for CARS 2019 paper "Retinal OCT disease classification with variational autoencoder regularization".

RDM

Easily set Mac Retina display to higher unsupported resolutions

curac_utils

Utilities for lecture "Computer- und roboter-assistierte Chirurgie"

medical_diffusion

An educational repository implementing conditional probabilistic diffusion denoising models for medical imaging.

uncertainty-bmt

Code for uncertainty estimation in computer-aided diagnosis for BMT 2019 submission.

bap_race

Python scripts for laptime and distance assessment during final challenge in first semester project at LUH.

coteditor-cmake

CotEditor syntax highlighting for CMake files

dh

gpu_dashboard

A small single-server multiple-client app for visualizing GPU utilization in a research lab.

MattermostMeetingStatus

Small app that reads your calendar and sets your Mattermost status to "do not disturb" if you have meetings.

mlaves.github.io

My GitHub pages

mlx

MLX: An array framework for Apple silicon

MPSGraphModels

Implementation of different machine learning models using Apple's Metal Performance Shaders Graph API.

my-emacs-config

My Emacs configuration for Python hacking.

nnpy

Creating a deep learning framework in pure NumPy. For educational purposes.

numpy-c-example

This repository gives example code for NumPy 1.7 C-API.

optimal-posterior-temperature

programming_drag_race

Drag race of the same problem implemented in different programming languages.

vocal_fold_segmentation

Helper program to segment laryngeal scenes with a Wacom tablet.