| Signal Reconstruction from Quantized Noisy Samples of the Discrete Fourier Transform | Jan 9, 2022 | Image ReconstructionMS-SSIM | —Unverified | 0 |
| Neural KEM: A Kernel Method with Deep Coefficient Prior for PET Image Reconstruction | Jan 5, 2022 | Image Reconstruction | —Unverified | 0 |
| Generative adversarial network for super-resolution imaging through a fiber | Jan 3, 2022 | Compressive SensingGenerative Adversarial Network | —Unverified | 0 |
| Semantic-Aware Auto-Encoders for Self-Supervised Representation Learning | Jan 1, 2022 | Image ReconstructionRepresentation Learning | CodeCode Available | 0 |
| A Unifying Approach to Inverse Problems of Ultrasound Beamforming and Deconvolution | Dec 28, 2021 | Image Reconstruction | —Unverified | 0 |
| Self-Attention Generative Adversarial Network for Iterative Reconstruction of CT Images | Dec 23, 2021 | Computed Tomography (CT)Denoising | —Unverified | 0 |
| NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning | Dec 23, 2021 | Camera LocalizationImage Reconstruction | —Unverified | 0 |
| A New Image Codec Paradigm for Human and Machine Uses | Dec 19, 2021 | Decision MakingImage Compression | —Unverified | 0 |
| Wasserstein Generative Learning of Conditional Distribution | Dec 19, 2021 | Density EstimationImage Generation | CodeCode Available | 0 |
| Supervised learning of analysis-sparsity priors with automatic differentiation | Dec 15, 2021 | DenoisingImage Reconstruction | —Unverified | 0 |
| Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains | Dec 13, 2021 | Domain AdaptationImage Quality Assessment | —Unverified | 0 |
| Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation | Dec 12, 2021 | Image Reconstruction | CodeCode Available | 0 |
| Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information | Dec 10, 2021 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Embedding Gradient-based Optimization in Image Registration Networks | Dec 7, 2021 | Image ReconstructionImage Registration | CodeCode Available | 0 |
| Ghost Imaging Based on Recurrent Neural Network | Dec 1, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Deep Auto-encoder with Neural Response | Nov 30, 2021 | DecoderImage Reconstruction | —Unverified | 0 |
| Multi-domain Integrative Swin Transformer network for Sparse-View Tomographic Reconstruction | Nov 28, 2021 | Image Reconstruction | —Unverified | 0 |
| Projected Multi-Agent Consensus Equilibrium for Ptychographic Image Reconstruction | Nov 28, 2021 | Image Reconstruction | —Unverified | 0 |
| An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction | Nov 23, 2021 | CT ReconstructionImage Reconstruction | CodeCode Available | 0 |
| Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields | Nov 23, 2021 | Image ReconstructionNeRF | —Unverified | 0 |
| A Probabilistic Deep Image Prior over Image Space | Nov 22, 2021 | Image Reconstruction | —Unverified | 0 |
| Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information | Nov 21, 2021 | Audio inpaintingDeep Learning | —Unverified | 0 |
| Reference-based Magnetic Resonance Image Reconstruction Using Texture Transformer | Nov 18, 2021 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Single-pass Object-adaptive Data Undersampling and Reconstruction for MRI | Nov 17, 2021 | Image ReconstructionObject | CodeCode Available | 0 |
| Synthesis-Guided Feature Learning for Cross-Spectral Periocular Recognition | Nov 16, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 0 |
