| Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing | Mar 11, 2025 | Compressive SensingImage Compressed Sensing | CodeCode Available | 1 |
| WTDUN: Wavelet Tree-Structured Sampling and Deep Unfolding Network for Image Compressed Sensing | Nov 25, 2024 | compressed sensingImage Compressed Sensing | —Unverified | 0 |
| Differentiable SVD based on Moore-Penrose Pseudoinverse for Inverse Imaging Problems | Nov 21, 2024 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 |
| Invertible Diffusion Models for Compressed Sensing | Mar 25, 2024 | compressed sensingGPU | CodeCode Available | 2 |
| Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling | Feb 29, 2024 | compressed sensingImage Compressed Sensing | —Unverified | 0 |
| MB-RACS: Measurement-Bounds-based Rate-Adaptive Image Compressed Sensing Network | Jan 19, 2024 | compressed sensingImage Compressed Sensing | —Unverified | 0 |
| Single Image Compressed Sensing MRI via a Self-Supervised Deep Denoising Approach | Nov 22, 2023 | compressed sensingDenoising | —Unverified | 0 |
| Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling | Oct 16, 2023 | compressed sensingImage Compressed Sensing | —Unverified | 0 |
| Deep Physics-Guided Unrolling Generalization for Compressed Sensing | Jul 18, 2023 | compressed sensingImage Compressed Sensing | CodeCode Available | 1 |
| Semantic-Aware Image Compressed Sensing | Jul 6, 2023 | compressed sensingDecoder | —Unverified | 0 |
| Sparsity and Coefficient Permutation Based Two-Domain AMP for Image Block Compressed Sensing | May 22, 2023 | compressed sensingDeep Attention | —Unverified | 0 |
| Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model | Dec 1, 2022 | Colorizationcompressed sensing | CodeCode Available | 4 |
| JSRNN: Joint Sampling and Reconstruction Neural Networks for High Quality Image Compressed Sensing | Nov 11, 2022 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Image Compressed Sensing with Multi-scale Dilated Convolutional Neural Network | Sep 28, 2022 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 |
| Fast Hierarchical Deep Unfolding Network for Image Compressed Sensing | Aug 3, 2022 | compressed sensingImage Compressed Sensing | —Unverified | 0 |
| Content-aware Scalable Deep Compressed Sensing | Jul 19, 2022 | Blockingcompressed sensing | CodeCode Available | 1 |
| Global Sensing and Measurements Reuse for Image Compressed Sensing | Jun 23, 2022 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 |
| Image Compressed Sensing Using Non-local Neural Network | Dec 7, 2021 | compressed sensingImage Compressed Sensing | CodeCode Available | 1 |
| QISTA-Net: DNN Architecture to Solve _q-norm Minimization Problem and Image Compressed Sensing | Oct 22, 2020 | compressed sensingImage Compressed Sensing | —Unverified | 0 |
| Sequential Convolution and Runge-Kutta Residual Architecture for Image Compressed Sensing | Aug 1, 2020 | compressed sensingImage Compressed Sensing | CodeCode Available | 1 |
| Nonconvex Nonsmooth Low-Rank Minimization for Generalized Image Compressed Sensing via Group Sparse Representation | Nov 18, 2019 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Scalable Convolutional Neural Network for Image Compressed Sensing | Jun 1, 2019 | compressed sensingDecoder | CodeCode Available | 0 |
| Deep neural network based sparse measurement matrix for image compressed sensing | Jun 19, 2018 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 |
