bwohlberg / sporco-notebooks
Jupyter notebook usage examples for the SPORCO project
☆19Updated 3 years ago
Alternatives and similar repositories for sporco-notebooks:
Users that are interested in sporco-notebooks are comparing it to the libraries listed below
- CUDA extension for the SPORCO project☆18Updated 3 years ago
- Learning for computational imaging system made simple.☆61Updated 4 years ago
- ☆14Updated 5 years ago
- Random Mesh Projectors for Inverse Problems☆24Updated 3 years ago
- Implementation of the variational network for denoising.☆17Updated 2 years ago
- Implementation of "Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems"☆45Updated 4 years ago
- A matlab toolbox to perform Wasserstein Dictionary Learning or NMF☆32Updated 8 years ago
- ☆19Updated 5 years ago
- This is the source code repository for the ICCV 2017 paper "Consensus Convolutional Sparse Coding".☆25Updated 6 years ago
- Source code for the paper "Multi-dimensional Sparse Super-resolution"☆16Updated 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
- Tensorflow implementation of the paper "Fast Compressive Sensing Using Generative Model with Structed Latent Variables"☆10Updated 4 years ago
- Stochastic PDHG with Arbitrary Sampling and Imaging Applications☆18Updated 5 years ago
- Carpet: Neural Net based solver for the 1d-TV problem☆12Updated 4 years ago
- An Algorithm for performing pursuit and dictionary update of the Convolutional Sparse Coding (CSC) model☆31Updated 5 years ago
- Code of Fair PCA algorithm introduced in the paper "The Price of Fair PCA: One Extra Dimension"☆27Updated 2 years ago
- Dictionary Learning for image processing☆34Updated 4 years ago
- Surface optimization through inverse rendering for non-line-of-sight reconstruction.☆20Updated 8 months 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
- Learning Sensor Multiplexing Design through Back-propagation☆15Updated 8 years ago
- ☆33Updated 6 years ago
- Code for "Modeling Sparse Deviations for Compressed Sensing using Generative Models", ICML 2018☆24Updated 6 years ago
- Functional models and algorithms for sparse signal processing☆90Updated last year
- A Python convex optimization package using proximal splitting methods☆111Updated last year
- ☆17Updated 4 years ago
- Solving ill-posed inverse problems using iterative deep neural networks☆93Updated 3 years ago
- Implementation of Rippel, Snoek, and Adams 2015 (https://arxiv.org/pdf/1506.03767.pdf)☆38Updated 6 years ago
- GPU-based Total (Generalized) Variation implementation for various applications, with Python and Matlab wrappers.☆55Updated 5 years ago
- Code associated with the paper "Deep-Inverse Correlography: Towards Real-Time High-Resolution Non-Line-of-Sight Imaging"☆22Updated 4 years ago
- ☆97Updated 6 years ago