| Sparse-view Cone Beam CT Reconstruction using Data-consistent Supervised and Adversarial Learning from Scarce Training Data | Jan 23, 2022 | 3D ReconstructionCT Reconstruction | —Unverified | 0 |
| A Joint Morphological Profiles and Patch Tensor Change Detection for Hyperspectral Imagery | Jan 20, 2022 | Change DetectionImage Reconstruction | —Unverified | 0 |
| Virtual Coil Augmentation Technology for MR Coil Extrapolation via Deep Learning | Jan 19, 2022 | Image ReconstructionSuper-Resolution | —Unverified | 0 |
| Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks? | Jan 17, 2022 | GAN image forensicsImage Generation | CodeCode Available | 1 |
| Neural Computed Tomography | Jan 17, 2022 | Image Reconstruction | —Unverified | 0 |
| Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space | Jan 17, 2022 | Image ReconstructionQuantization | —Unverified | 0 |
| Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning | Jan 13, 2022 | Domain AdaptationImage Reconstruction | CodeCode Available | 1 |
| Iterative training of robust k-space interpolation networks for improved image reconstruction with limited scan specific training samples | Jan 10, 2022 | Data AugmentationImage Reconstruction | —Unverified | 0 |
| Model-Based Image Signal Processors via Learnable Dictionaries | Jan 10, 2022 | Color ConstancyData Augmentation | —Unverified | 0 |
| Signal Reconstruction from Quantized Noisy Samples of the Discrete Fourier Transform | Jan 9, 2022 | Image ReconstructionMS-SSIM | —Unverified | 0 |
| Enhanced total variation minimization for stable image reconstruction | Jan 9, 2022 | Image EnhancementImage Reconstruction | —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 |
| Image Dehazing Transformer With Transmission-Aware 3D Position Embedding | Jan 1, 2022 | Image DehazingImage Reconstruction | CodeCode Available | 1 |
| Modeling Mask Uncertainty in Hyperspectral Image Reconstruction | Dec 31, 2021 | Bilevel OptimizationImage Reconstruction | CodeCode Available | 1 |
| 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 |
| ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography | Dec 21, 2021 | 3D ReconstructionComputed Tomography (CT) | CodeCode Available | 1 |
| High-Resolution Image Synthesis with Latent Diffusion Models | Dec 20, 2021 | DenoisingGPU | CodeCode Available | 4 |
| Wasserstein Generative Learning of Conditional Distribution | Dec 19, 2021 | Density EstimationImage Generation | CodeCode Available | 0 |
| A New Image Codec Paradigm for Human and Machine Uses | Dec 19, 2021 | Decision MakingImage Compression | —Unverified | 0 |
| Towards End-to-End Image Compression and Analysis with Transformers | Dec 17, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Learned Half-Quadratic Splitting Network for MR Image Reconstruction | Dec 17, 2021 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
