Computer Vision and Learning Lab's repositories
conditional_INNs
Code for the paper "Guided Image Generation with Conditional Invertible Neural Networks" (2019)
analyzing_inverse_problems
Code for the paper "Analyzing inverse problems with invertible neural networks." (2018)
ngdsac_camreloc
Neural-Guided, Differentiable RANSAC for Camera Re-Localization (NG-DSAC++)
ngdsac_horizon
Neural-Guided, Differentiable RANSAC for Horizon Line Estimation
trustworthy_GCs
Materials for the paper https://arxiv.org/pdf/2007.15036.pdf
3dcv-students
Exercises for the lecture "Computer Vision: 3D Reconstruction"
inn_toy_data
Code for artificial toy data sets used to evaluate (conditional) invertible neural networks and related methods
ML-Tutorial
Introduction to Machine Learning using scikit-learn and PyTorch
Gaussianization-Bound
Code to paper "On the Convergence Rate of Gaussianization with Random Rotations"
multi-matching-optimization
Library to solve (multi-)graph matching problems.
FrEIA-community
Community-driven effort to improve and extend FrEIA
tkr-graphmatching
Dual decomposition based graph matching solver by Torresani, Kolmogorov and Rother