HeSunPU / cosenseLinks
Learning a probabilistic strategy for computational imaging sensor selection (cosense)
☆11Updated 3 years ago
Alternatives and similar repositories for cosense
Users that are interested in cosense are comparing it to the libraries listed below
Sorting:
- ☆16Updated 6 years ago
- ☆98Updated 6 years ago
- Learning for computational imaging system made simple.☆65Updated 5 years ago
- Code for A Bayesian Perspective on the Deep Image Prior (CVPR 2019)☆62Updated 6 years ago
- Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems (ICML 2020 Award Paper & JMLR 2022)☆91Updated last year
- Implementation of "Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems"☆48Updated 5 years ago
- Fourier Image Transformer (FIT) can solve relevant image analysis tasks in Fourier space.☆100Updated 3 years ago
- Official Code for "Invert to Learn to Invert" that allows training of invertible networks without storing activations☆37Updated 5 years ago
- Robust and Interpretable Blind Image Denoising via Bias-Free Convolutional Neural Networks☆56Updated 3 years ago
- The implementation of the Block Coordinate Regularization by Denoising (BC-RED) algorithm (NeurIPS 2019)☆11Updated 6 years ago
- Learning Sensor Multiplexing Design through Back-propagation☆15Updated 9 years ago
- Implementation of the variational network for denoising.☆17Updated 2 years ago
- Deep Probabilistic Imaging (DPI): Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging☆38Updated 3 years ago
- Total Deep Variation Regularizer☆51Updated 4 years ago
- Compressed sensing with deep image prior algorithm☆64Updated last year
- ☆15Updated 4 years ago
- An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328☆42Updated 3 years ago
- The code for Differentiable Linearized ADMM (ICML 2019)☆36Updated 6 years ago
- [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers☆69Updated 6 years ago
- VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.☆78Updated 5 years ago
- Demo for Multi-Layer ISTA and Multi-Layer FISTA algorithms for convolutional neural networks, as described in J. Sulam, A. Aberdam, A. Be…☆30Updated 7 years ago
- Deep Decomposition Network (DDN) for Inverse Imaging Problems, ECCV'2020☆29Updated 4 years ago
- Code for the paper: Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration (ECCV 2020)☆59Updated 5 years ago
- Code for the paper "Guided Image Generation with Conditional Invertible Neural Networks" (2019)☆102Updated 5 years ago
- Examples and code for "Solving linear inverse problems using the prior implicit in a denoiser", Z Kadkhodaie and EP Simoncelli☆56Updated 4 years ago
- non-line-of-sight shape reconstruction using Fermat paths☆36Updated 6 years ago
- Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"☆37Updated 4 years ago
- DeepRED: Deep Image Prior Powered by RED☆68Updated 6 years ago
- ☆33Updated 7 years ago
- Code for "Modeling Sparse Deviations for Compressed Sensing using Generative Models", ICML 2018☆24Updated 7 years ago