adler-j / wasserstein_inverse_problems
Code for the article "Learning to solve inverse problems using Wasserstein loss"
☆27Updated 7 years ago
Alternatives and similar repositories for wasserstein_inverse_problems:
Users that are interested in wasserstein_inverse_problems are comparing it to the libraries listed below
- Tensorflow Implementation of "Large-scale Optimal Transport and Mapping Estimation"(ICLR2018/NIPS 2017 OTML)☆19Updated 6 years ago
- Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.☆73Updated 8 years ago
- Code for A Bayesian Perspective on the Deep Image Prior (CVPR 2019)☆60Updated 5 years ago
- ☆25Updated last year
- ☆19Updated 5 years ago
- CUDA extension for the SPORCO project☆18Updated 3 years ago
- supervised deep sparse coding networks☆31Updated 7 years ago
- Code for "Modeling Sparse Deviations for Compressed Sensing using Generative Models", ICML 2018☆24Updated 6 years ago
- A matlab library for CUR matrix decomposition☆26Updated 7 years ago
- L. Chizat, G. Peyré, B. Schmitzer, F-X. Vialard. Scaling Algorithms for Unbalanced Transport Problems. Preprint Arxiv:1607.05816, 2016.☆42Updated 8 years ago
- Python implementation of the Fast Iterative Shrinkage/Thresholding Algorithm.☆87Updated 6 years ago
- Repository for our upcoming code, that we used for our "Deep diffeomorphic transformer networks" paper (Accepted to CVPR 2018). Will be u…☆50Updated 6 years ago
- Random Mesh Projectors for Inverse Problems☆24Updated 3 years ago
- ☆33Updated 6 years ago
- MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.☆54Updated 5 years ago
- A matlab toolbox to perform Wasserstein Dictionary Learning or NMF☆32Updated 8 years ago
- Implementation of the variational network for denoising.☆17Updated 2 years ago
- Multi-scale Low Rank Matrix Decomposition Code☆39Updated 8 years ago
- ☆97Updated 5 years ago
- Optimal transport transforms☆21Updated 6 years ago
- This is the source code repository for the ICCV 2017 paper "Consensus Convolutional Sparse Coding".☆25Updated 6 years ago
- Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations. ICML-2019.☆16Updated 5 years ago
- This project hosts the code and datasets I used for Deep Learning course at Boston University. It aims to post-process the images the low…☆39Updated 7 years ago
- Cumulative Distribution Transform☆16Updated 7 years ago
- Several maximum likelihood ICA algorithms, including Picard☆22Updated 7 years ago
- This is the code for our paper: Semi-Supervised Learning With GANs: Revisiting Manifold Regularization (ICLR 2018)☆44Updated 5 years ago
- LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms☆10Updated 3 years ago
- ☆81Updated 7 years ago
- simple MATLAB code for randomized matrix computation☆23Updated 9 years ago
- Jupyter notebook usage examples for the SPORCO project☆19Updated 2 years ago