| 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 |
