rkwitt
Roland Kwitt is a Professor for Machine Learning at the Department of Artificial Intelligence and Human Interfaces (AIHI), University of Salzburg, Austria.
University of SalzburgSalzburg, Austria
Pinned Repositories
tda-toolkit
My persistent homology related code.
torchph
The essence of my research, distilled for reusability. Enjoy 🥃!
AGA
Attribute-Guided Augmentation
FastPredictiveImageRegistration
Source code for X. Yang et al., "Fast Predictive Image Registration"
gboost
A fork of Sebastian Nowozin's and Koji Tsuda's gboost code
GuidedAugmentation
persistence-learning
Persistence Learning
quicksilver
Predictive Image Registration
teaching
Teaching Material
TrajectoryTransfer
rkwitt's Repositories
rkwitt/quicksilver
Predictive Image Registration
rkwitt/teaching
Teaching Material
rkwitt/persistence-learning
Persistence Learning
rkwitt/AGA
Attribute-Guided Augmentation
rkwitt/FastPredictiveImageRegistration
Source code for X. Yang et al., "Fast Predictive Image Registration"
rkwitt/TrajectoryTransfer
rkwitt/GuidedAugmentation
rkwitt/excess_capacity
Excess capacity measurements in neural networks
rkwitt/slimc
The slimC self-compiling compiler
rkwitt/ICT
Code for reproducing ICT ( published in IJCAI 2019)
rkwitt/pydm
Estimation of Dirichlet mixture models via Generalized Expectation-Maximization (GEM)
rkwitt/PyDSTK
rkwitt/CalaTK
CalaTK is an open-source toolkit for cross-sectional and longitudinal atlas building.
rkwitt/chofer_torchex
rkwitt/CSrankings
A web app for ranking computer science departments according to their research output in selective venues.
rkwitt/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
rkwitt/figtree
Fast computation of Gauss transforms in multiple dimensions; enables efficient Kernel Density Estimation (KDE) with Gaussian kernels.
rkwitt/highlights-jekyll-theme
A Jekyll version of the "Highlights" theme by HTML5 UP.
rkwitt/minimal
Minimal is a Jekyll theme for GitHub Pages
rkwitt/nips2017
The code related to my nips puplication: Deep Learning with Topological Signatures
rkwitt/pyfsa
Python Fine-Structure Analysis (FSA) for graphs
rkwitt/RepoDemo
Demo repository
rkwitt/rkwitt.github.io
rkwitt/teaching.private
Private teaching stuff
rkwitt/torch-residual-networks
This is a Torch implementation of ["Deep Residual Learning for Image Recognition",Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun](http://arxiv.org/abs/1512.03385) the winners of the 2015 ILSVRC and COCO challenges.
rkwitt/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
rkwitt/TubeTK
An open-source toolkit for the segmentation, registration, and analysis of tubes and surfaces in images.
rkwitt/TubeTK-Experiments
rkwitt/TubeTK-pypbm
Pattern-based morphometry for vascular analysis.
rkwitt/v139
Proceedings of ICML 2021