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@VLOGroup Vision, Learning and Optimization Group

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    26 repositories

    • pylopt

      Public
      PyLevel Optimisation: A Python package for bilevel optimisation
      Python
      •0•2•0•0•Updated Oct 2, 2025Oct 2, 2025

    • quartic_bspline_extension

      Public
      Python
      •0•0•0•0•Updated Oct 1, 2025Oct 1, 2025

    • bigger-isnt-always-better

      Public
      Official Repository of GCPR 2024 Paper "Bigger Isn't Always Better"
      Python
      •0•4•0•0•Updated Apr 18, 2025Apr 18, 2025

    • tensorflow-icg

      Public
      Extension of tensorflow with additional operators, optimizers,... used at ICG.
      C++
      •
      Apache License 2.0
      •10•16•0•4•Updated Sep 19, 2024Sep 19, 2024

    • LVVCP

      Public
      Python
      •
      MIT License
      •0•3•0•0•Updated Mar 17, 2024Mar 17, 2024

    • PoGMDM

      Public
      Code for reproducing the results in "Product of Gaussian Mixture Diffusion Models" (https://link.springer.com/article/10.1007/s10851-024-01180-3)
      Python
      •
      GNU General Public License v3.0
      •0•4•0•0•Updated Mar 15, 2024Mar 15, 2024

    • logsumexp

      Public
      LogSumExp potential and activation
      Python
      •0•0•0•0•Updated Oct 30, 2023Oct 30, 2023

    • stable-deep-mri

      Public
      Code for "Stable Deep MRI Reconstruction using Generative Priors" (https://ieeexplore.ieee.org/document/10237244)
      Python
      •
      GNU General Public License v3.0
      •0•8•0•0•Updated Aug 16, 2023Aug 16, 2023

    • optox

      Public
      OPerator TO any deep learning framework
      C++
      •
      MIT License
      •5•11•0•1•Updated Mar 24, 2023Mar 24, 2023

    • denoising-variationalnetwork

      Public
      Implementation of the variational network for denoising.
      Python
      •
      MIT License
      •7•17•1•1•Updated Dec 14, 2022Dec 14, 2022

    • LVVCP_RAFT_custom

      Public
      A custom modified version of RAFT for the LVVCP project
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Jul 10, 2022Jul 10, 2022

    • LVVCP_Op_sample_cv

      Public
      This library provides a TorchScript compatible Cost-Volume sample operator with additional offset input.
      Python
      •
      MIT License
      •0•0•0•0•Updated Jul 9, 2022Jul 9, 2022

    • Op_pad2d_gh

      Public
      This library provides a TorchScrip compatible padding transpose operator to the padding operator in Pytorch
      Python
      •
      MIT License
      •0•0•0•0•Updated Jul 8, 2022Jul 8, 2022

    • bp-layers

      Public
      Code for the Paper: Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems
      Python
      •
      Other
      •4•21•1•0•Updated May 17, 2021May 17, 2021

    • tdv

      Public
      Total Deep Variation Regularizer
      Python
      •
      MIT License
      •9•51•2•1•Updated Mar 17, 2021Mar 17, 2021

    • mri-variationalnetwork

      Public
      Source code to our paper: "Learning a Variational Network for Reconstruction of Accelerated MRI Data"
      Python
      •
      MIT License
      •47•152•3•0•Updated Jan 27, 2021Jan 27, 2021

    • pgmo-lecture

      Public
      PGMO Lecture of Thomas Pock on Vision, Optimization and Learning
      Jupyter Notebook
      •2•9•0•0•Updated May 14, 2020May 14, 2020

    • primal-dual-toolbox

      Public
      GPU-based Total (Generalized) Variation implementation for various applications, with Python and Matlab wrappers.
      C++
      •
      GNU Lesser General Public License v3.0
      •14•55•0•0•Updated Apr 29, 2019Apr 29, 2019

    • cnn-crf-stereo

      Public
      C++
      •
      GNU Affero General Public License v3.0
      •22•56•3•0•Updated Mar 19, 2018Mar 19, 2018

    • imageutilities

      Public
      C++
      •
      GNU Lesser General Public License v3.0
      •9•17•1•0•Updated Feb 5, 2018Feb 5, 2018

    • dvs-reconstruction

      Public
      This repository provides software to our publication "Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation", BMVC 2016
      C++
      •
      GNU Lesser General Public License v3.0
      •19•58•2•0•Updated Jan 7, 2018Jan 7, 2018

    • surface-area-regularization

      Public
      This repository contains a python implementation of our method "Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo", CVPR …
      Python
      •6•13•0•0•Updated Jun 6, 2017Jun 6, 2017

    • dvs-calibration

      Public
      Automatic Camera Calibration for DVS cameras
      C++
      •3•15•0•0•Updated May 24, 2017May 24, 2017

    • dvs-panotracking

      Public
      This repository accompanies our ICCP 2017 publication "Real-Time Panoramic Tracking for Event Cameras"
      C++
      •
      GNU Lesser General Public License v3.0
      •19•38•1•0•Updated May 24, 2017May 24, 2017

    • slackprop

      Public
      C++
      •
      GNU Affero General Public License v3.0
      •0•2•0•0•Updated May 18, 2017May 18, 2017

    • joint-demosaicing-denoising-sem

      Public
      Demo Code for the paper "Joint Demosaicing and Denoising Based on Sequential Energy Minimization"
      Python
      •
      GNU General Public License v3.0
      •8•20•0•0•Updated Jun 30, 2016Jun 30, 2016