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    31 repositories

    • FFF

      Public
      Free-form flows are a generative model training a pair of neural networks via maximum likelihood
      Jupyter Notebook
      •
      MIT License
      •4•39•3•0•Updated Jan 23, 2025Jan 23, 2025

    • 3dcv-students

      Public
      Exercises for the lecture "Computer Vision: 3D Reconstruction"
      Jupyter Notebook
      •
      MIT License
      •49•16•0•4•Updated Oct 31, 2024Oct 31, 2024

    • PrimeDepth

      Public
      PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage
      diffusionzero-shotdepth-estimationmonocular-depth-estimation
      Python
      •
      MIT License
      •1•36•1•0•Updated Sep 26, 2024Sep 26, 2024

    • ControlNet-XS

      Public
      Python
      •
      Apache License 2.0
      •12•458•14•1•Updated Sep 16, 2024Sep 16, 2024

    • libmpopt

      Public
      Library for Message Passing Optimization Techniques
      C++
      •
      MIT License
      •6•5•1•0•Updated Aug 18, 2024Aug 18, 2024

    • FrEIA

      Public
      Framework for Easily Invertible Architectures
      Python
      •
      MIT License
      •114•791•33•5•Updated Jul 3, 2024Jul 3, 2024

    • multi-matching-optimization

      Public
      Library to solve (multi-)graph matching problems.
      C++
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Jun 26, 2024Jun 26, 2024

    • Coupling-Universality

      Public
      Jupyter Notebook
      •0•10•0•0•Updated Jun 25, 2024Jun 25, 2024

    • IB-INN

      Public
      Code for the paper "Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification" (2020)
      Python
      •12•43•4•5•Updated May 10, 2024May 10, 2024

    • Coupling-Flow-Bound

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Mar 6, 2024Mar 6, 2024

    • MLAE

      Public
      Maximum Likelihood Training of Autoencoders
      Jupyter Notebook
      •
      MIT License
      •0•8•0•0•Updated Jan 10, 2024Jan 10, 2024

    • Gaussianization-Bound

      Public
      Code to paper "On the Convergence Rate of Gaussianization with Random Rotations"
      Python
      •0•3•0•0•Updated Jun 15, 2023Jun 15, 2023

    • dsacstar

      Public
      DSAC* for Visual Camera Re-Localization (RGB or RGB-D)
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •36•256•0•0•Updated Mar 30, 2023Mar 30, 2023

    • ngdsac_horizon

      Public
      Neural-Guided, Differentiable RANSAC for Horizon Line Estimation
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •5•33•1•0•Updated Sep 6, 2022Sep 6, 2022

    • gmbench

      Public
      Code for “A Comparative Study of Graph Matching Algorithms in Computer Vison” (ECCV 2022)
      benchmarkgraphmatching
      HTML
      •
      MIT License
      •0•8•0•0•Updated Jul 29, 2022Jul 29, 2022

    • tkr-graphmatching

      Public
      Dual decomposition based graph matching solver by Torresani, Kolmogorov and Rother
      Elixir
      •0•0•0•0•Updated Feb 15, 2022Feb 15, 2022

    • ngransac

      Public
      Neural-Guided RANSAC for Estimating Epipolar Geometry from Sparse Correspondences
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •44•309•1•0•Updated Nov 3, 2021Nov 3, 2021

    • libct

      Public
      A fast approximate primal-dual solver for tracking-by-assignment cell-tracking problems
      C++
      •
      MIT License
      •1•5•0•1•Updated Oct 27, 2021Oct 27, 2021

    • GIN

      Public
      Code for the paper "Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)" (2020)
      Python
      •
      MIT License
      •10•32•0•0•Updated Sep 27, 2021Sep 27, 2021

    • inn_toy_data

      Public
      Code for artificial toy data sets used to evaluate (conditional) invertible neural networks and related methods
      Python
      •
      MIT License
      •2•11•0•0•Updated Feb 11, 2021Feb 11, 2021

    • HINT

      Public
      Code for the research paper "HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference".
      Python
      •
      MIT License
      •6•21•1•1•Updated Feb 11, 2021Feb 11, 2021

    • FrEIA-community

      Public
      Community-driven effort to improve and extend FrEIA
      0•0•8•0•Updated Feb 5, 2021Feb 5, 2021

    • LessMore

      Public
      Learning Less is More - 6D Camera Localization via 3D Surface Regression
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •48•257•1•1•Updated Sep 14, 2020Sep 14, 2020

    • esac

      Public
      ESAC - Expert Sample Consensus Applied To Camera Re-Localization
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •14•69•1•0•Updated Sep 14, 2020Sep 14, 2020

    • conditional_INNs

      Public
      Code for the paper "Guided Image Generation with Conditional Invertible Neural Networks" (2019)
      Python
      •23•97•12•3•Updated Sep 3, 2020Sep 3, 2020

    • trustworthy_GCs

      Public
      Materials for the paper https://arxiv.org/pdf/2007.15036.pdf
      1•13•0•0•Updated Aug 3, 2020Aug 3, 2020

    • ngdsac_camreloc

      Public
      Neural-Guided, Differentiable RANSAC for Camera Re-Localization (NG-DSAC++)
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •6•49•0•0•Updated May 4, 2020May 4, 2020

    • analyzing_inverse_problems

      Public
      Code for the paper "Analyzing inverse problems with invertible neural networks." (2018)
      Jupyter Notebook
      •16•90•9•0•Updated Feb 19, 2020Feb 19, 2020

    • ML-Tutorial

      Public
      Introduction to Machine Learning using scikit-learn and PyTorch
      Jupyter Notebook
      •1•9•0•0•Updated Sep 26, 2019Sep 26, 2019

    • combilp

      Public
      Exact MAP-Inference by Confining Combinatorial Search with LP Relaxation
      Python
      •
      MIT License
      •0•4•0•0•Updated Jul 21, 2019Jul 21, 2019